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Machine Learning @ CUED

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Machine Learning seminars at the Cambridge University Engineering Department.

Tell a friend about this series:

If you have a question about this list, please contact: Zoubin Ghahramani; Carl Edward Rasmussen; dsu21; Dr Jes Frellsen; Adrian Weller; Alexandre Khae Wu Navarro; Louise Segar; Christian Steinruecken; Dr R.E. Turner; Rowan McAllister; ; ; Alessandro Davide Ialongo; Alexander Matthews; Pat Wilson; Tameem Adel; Maria Lomeli. If you have a question about a specific talk, click on that talk to find its organiser.

1 upcoming talk and 363 talks in the archive.

Bayesian Generative Adversarial Networks

UserProfessor Andrew Wilson, Cornell University.

HouseCBL Seminar Room.

ClockWednesday 13 December 2017, 11:00-12:00

AI for Inclusive Finance

UserAlan Qi and Le Song.

HouseCBL Seminar Room.

ClockFriday 01 December 2017, 11:00-12:00

Backprop through the Void: Optimizing Control Variates for Black-Box Gradient Estimation.

UserGeoff Roeder (University of Toronto).

HouseCBL Seminar Room.

ClockMonday 27 November 2017, 11:00-12:00

Learning to Learn without Gradient Descent by Gradient Descent

UserYutian Chen, DeepMind.

HouseCBL Seminar Room.

ClockFriday 24 November 2017, 11:00-12:00

Towards true end-to-end learning & optimization

UserDr Frank Hutter.

HouseCBL Seminar Room.

ClockFriday 17 November 2017, 11:00-12:00

Transfer Learning for NLP

UserSebastian Ruder, INSIGHT Centre.

HouseJDB Seminar Room, CUED.

ClockFriday 13 October 2017, 14:00-15:00

Unbiased Estimation of the Eigenvalues of Large Implicit Matrices

UserProfessor Ryan Adams, Princeton.

HouseCBL Room BE-438, Department of Engineering.

ClockThursday 14 September 2017, 11:00-12:00

Accelerating computation of SVM and DNN by binary approximation

UserHironobu Fujiyoshi (Chubu University) .

HouseCBL Room BE-438, Department of Engineering.

ClockFriday 08 September 2017, 11:00-12:00

Deep learning for autonomous driving

UserTakayoshi Yamashita (Chubu University) .

HouseCBL Room BE-438, Department of Engineering.

ClockFriday 08 September 2017, 11:00-12:00

Understanding Black-box Predictions via Influence Functions

UserPang Wei Koh, Stanford University.

HouseCBL Room BE-438, Department of Engineering.

ClockThursday 20 July 2017, 14:00-15:00

Differentially Private Bayesian Learning

UserDr Antti Honkela, University of Helsinki.

HouseCBL Room BE-438, Department of Engineering.

ClockTuesday 14 March 2017, 11:00-12:00

Computational and Biological Learning Seminar Series

Control, inference and learning

UserProf. dr. H.J. (Bert) Kappen (Radboud University Nijmegen).

HouseEngineering Department, CBL Room 438.

ClockFriday 10 March 2017, 11:00-12:00

Differential Privacy Tutorial

UserAlex Matthews and John Bradshaw, University of Cambridge.

HouseCBL Room BE-438, Department of Engineering.

ClockThursday 09 March 2017, 13:30-15:00

Cooperative Inverse Reinforcement Learning

UserDylan Hadfield-Menell, UC Berkeley.

HouseCBL Room BE-438, Department of Engineering.

ClockThursday 23 February 2017, 15:00-16:00

Machine Learning Study Group

Deep Learning Book - Meeting 3 - Optimization

UserGroup Discussion.

HouseCBL Room BE-438.

ClockTuesday 14 February 2017, 13:30-15:00

Machine Learning Study Group

Deep Learning Book - Meeting 2 - Regularization

UserGroup Discussion.

HouseCBL Room BE-438.

ClockTuesday 07 February 2017, 13:30-15:00

Variational Bayes In Private Settings

UserMijung Park, University of Amsterdam.

HouseCBL Room BE-438, Department of Engineering.

ClockWednesday 25 January 2017, 15:00-16:00

Julia: Introduction and new developments

UserDr Simon Byrne (Julia Computing).

HouseCBL Room BE-438, Department of Engineering.

ClockTuesday 24 January 2017, 11:00-12:00

Variational autoencoders with latent graphical models

UserProf David Duvenaud (University of Toronto).

HouseCBL Room BE-438, Department of Engineering.

ClockTuesday 13 December 2016, 11:00-12:00

Learning with limited supervision

UserStefano Ermon, Stanford.

HouseCBL Room BE-438.

ClockThursday 01 December 2016, 11:00-12:00

Rejection Sampling Variational Inference

UserFrancisco J. R. Ruiz (Columbia University & University of Cambridge).

HouseCBL Room BE-438.

ClockTuesday 22 November 2016, 11:30-12:30

Probabilistic Numerical Computation: A New Concept?

UserProf. Mark Girolami (University of Warwick).

HouseCBL Room BE-438, Department of Engineering.

ClockThursday 17 November 2016, 11:00-12:00

Multi-view Anomaly Detection via Robust Probabilistic Latent Variable Models

UserTomoharu Iwata - Learning and Intelligent Systems Research Group of NTT Communication Science Laboratories, Kyoto, Japan.

HouseCBL Room BE-438.

ClockThursday 03 November 2016, 11:00-12:00

Robots learning on the move: deep learning from lots of demonstration

UserDushyant Rao, Oxford Robotics Institute.

HouseCBL Room BE-438.

ClockWednesday 02 November 2016, 11:00-12:00

Probabilistic modeling for position and orientation estimation using inertial sensors

UserManon Kok, Department of Electrical Engineering, Linköping University.

HouseCBL Room BE-438.

ClockThursday 20 October 2016, 10:00-11:00

Moment matching for latent variable models: from ICA to LDA and CCA

UserProfessor Francis Bach (INRIA, ENS).

HouseCBL Room BE-438.

ClockThursday 06 October 2016, 11:00-12:00

Multiresolution Matrix Factorization

UserProf Risi Kondor (U Chicago).

HouseCBL Room BE-438.

ClockTuesday 13 September 2016, 11:00-12:00

Dynamic Models for Health Data

UserProfessor Katherine A Heller (Duke University).

HouseCBL Room BE-438.

ClockMonday 12 September 2016, 11:00-12:00

Learning with Memory Embeddings

UserProfessor Volker Tresp (Ludwig Maximilian University of Munich).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 08 September 2016, 11:00-12:00

Data Driven Discrete Time Modeling of Continuous Time Nonlinear Systems: Problems, Challenges, Success Stories

UserJohan Schoukens, Vrije Universiteit Brussel.

HouseCBL Room BE-438.

ClockFriday 02 September 2016, 11:00-12:00

Inference as Learning

UserGeorge Papamakarios (University of Edinburgh).

HouseCBL Room BE-438.

ClockMonday 08 August 2016, 11:00-12:00

Interpretable and interactive machine learning

UserDr Been Kim.

HouseCBL Room BE-438.

ClockFriday 29 July 2016, 11:00-12:00

Structured Dynamic Graphical Models & Scaling Multivariate Time Series Methodology

UserProfessor Mike West (Statistical Science, Duke University).

HouseJames Dyson Building Meeting Room on the Ground Floor.

ClockThursday 21 July 2016, 11:00-12:00

Scaling and Generalizing Approximate Bayesian Inference

UserProf. David Blei (Columbia University).

HouseJames Dyson Building Meeting Room on the Ground Floor.

ClockTuesday 12 July 2016, 11:00-12:00

Learning Task Relations in Multi-Task Learning

Via Skype

UserYu Zhang (Hong Kong University of Science and Technology).

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 14 June 2016, 11:00-12:00

Distributed stochastic optimization for deep learning

Via Skype

UserSixin Zhang (NYU).

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 14 June 2016, 10:00-11:00

Developments in Exact Inference in Graphical Models

UserStephen Pasteris (UCL).

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 07 June 2016, 10:30-11:30

Approximation strategies for structure learning in Bayesian networks

Note: via Skype!

UserTeppo Niinimäki (Helsinki).

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 07 June 2016, 09:30-10:30

Variational inference for scalable Gaussian process approximations

UserAlexander Matthews (University of Cambridge).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 02 June 2016, 11:30-12:30

Turing: Rejuvenating Probabilistic Programming in Julia

UserHong Ge (University of Cambridge).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 02 June 2016, 09:30-10:30

Sum-Product Networks for Probabilistic Modeling

UserRobert Peharz (TU Graz).

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 24 May 2016, 14:00-15:00

MLE-Struct: Bethe Learning of Graphical Models

UserKui Tang, Columbia University.

HouseEngineering Department, CBL Room BE-438.

ClockFriday 13 May 2016, 11:00-12:00

Unsupervised Risk Estimation with only Structural Assumptions

UserJacob Steinhardt (Stanford University).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 16 March 2016, 14:00-15:00

The geometry of uncertainty

UserFabio Cuzzolin, Head of AI and vision, Oxford Brookes University.

HouseEngineering Department, Boardroom on the 2nd floor (past canteen on the left).

ClockWednesday 09 March 2016, 14:00-15:00

A more Automated Statistician

UserDavid Janz, Oxford University.

HouseEngineering Department, CBL Room BE-438.

ClockFriday 19 February 2016, 11:30-12:00

General Reinforcement Learning

UserJan Leike (Australian National University).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 16 December 2015, 11:00-12:00

Inference of a partially observed kinetic Ising model

UserDr Yasser Roudi (Kavli Inst, Trondheim & Inst for Advanced Study, Princeton).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 11 November 2015, 12:00-13:00

Meta-Bayesian Analysis

UserProf. Daniel Roy (University of Toronto).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 15 October 2015, 11:00-12:00

Efficient Inference and Learning with Intractable Posteriors? Yes, Please.

UserDiederik P. Kingma (University of Amsterdam).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 14 October 2015, 11:00-12:00

Efficient multi-task Gaussian process models for genome-wide association studies

UserFrancesco Paolo Casale, European Bioinformatics Institute.

HouseEngineering Department, CBL Room BE-438.

ClockFriday 25 September 2015, 11:00-12:00

Harmonic Exponential Families and Group-Equivariant Convolution Networks

UserTaco Cohen (University of Amsterdam).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 16 September 2015, 11:00-12:00

Higher Order Fused Regularization for Supervised Learning with Grouped Parameters

UserKoh Takeuchi (NTT Communication Science Laboratories).

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 15 September 2015, 10:30-11:30

A-Star Sampling Review

UserChris Maddison (U Toronto).

HouseEngineering Department, CBL Room BE-438.

ClockMonday 14 September 2015, 12:00-13:00

Convex Factorization Machines

UserMathieu Blondel (NTT Communication Science Laboratorie).

HouseEngineering Department, CBL Room BE-438.

ClockMonday 14 September 2015, 11:00-12:00

Belief and Truth in Hypothesised Behaviours

UserStefano V. Albrecht - School of Informatics at The University of Edinburgh.

HouseEngineering Department, CBL Room BE-438.

ClockThursday 10 September 2015, 11:00-12:00

Information-Theoretic Bounded Rationality

UserPedro A. Ortega (University of Pennsylvania).

HouseEngineering Department, CBL Room BE-438.

ClockMonday 07 September 2015, 11:00-12:00

The limits of MAP inference by MWSS on perfect graphs

UserDr Adrian Weller (MLG, University of Cambridge).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 27 August 2015, 15:00-15:30

Scalable Gaussian Processes for Scientific Discovery

UserDr Andrew Wilson, Carnegie Mellon University.

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 29 July 2015, 11:00-12:00

MCMC for non-linear state space models using ensembles of latent sequences

(via Skype!)

UserAlex Shestopaloff (University of Toronto).

HouseEngineering Department, CBL Room BE-438.

ClockMonday 27 July 2015, 15:00-16:00

Rich Component Analysis

UserJames Zou (Microsoft Research New England).

HouseEngineering Department, CBL Room BE-438.

ClockFriday 17 July 2015, 11:00-12:00

Modeling Confounding by Half-Sibling Regression

SHORT TALK (20 minutes)

UserProf Bernhard Schölkopf (MPI Tuebingen).

HouseEngineering Department, CBL Room BE-438.

ClockFriday 03 July 2015, 12:30-13:00

Extreme Classification: A New Paradigm for Ranking & Recommendation

UserManik Varma (Microsoft Research India).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 02 July 2015, 11:00-12:00

Convex and non-convex worlds in machine learning

UserAnna Choromanska (New York University).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 01 July 2015, 11:00-12:00

Random Function Classes for Machine Learning

UserProf Alexander Smola, Carnegie Mellon University.

HouseCambridge University Engineering Department, LT1.

ClockTuesday 30 June 2015, 11:00-12:00

Deep Gaussian processes and variational propagation of uncertainty

UserAndreas Damianou - Sheffield University.

HouseEngineering Department, CBL Room BE-438.

ClockMonday 29 June 2015, 11:00-12:00

Deep Learning

UserProfessor Geoffrey Hinton FRS (U. Toronto and Google).

House Cambridge University Engineering Department, Lecture Theatre 0.

ClockThursday 25 June 2015, 11:00-12:00

Random Function Classes for Machine Learning

UserProf. Alex Smola (CMU).

HouseCambridge University Engineering Department, LT1.

ClockWednesday 24 June 2015, 11:00-12:00

Structural Markov laws / Geometry and HMC

UserDr Simon Byrne.

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 09 June 2015, 11:00-12:00

Mean Field Approaches to Two Sequential Decision Making Problems.

This talk will be given via Skype

UserRamki Gummadi.

HouseEngineering Department, CBL Room BE-438 - Skype.

ClockMonday 08 June 2015, 17:00-18:00

Do Deep Nets Really Need to be Deep?

UserDr Rich Caruana (Microsoft).

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 02 June 2015, 11:00-12:00

Direction-Only Optimisation for Neural Networks

Short talk

UserMark Rowland (Cambridge).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 06 May 2015, 11:00-11:30

Title to be confirmed

UserTuan Anh Le (Oxford).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 23 April 2015, 11:00-12:00

An introduction to the Mondrian Process

UserMatej Balog (Oxford).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 12 March 2015, 11:00-12:00

Population Inference for Functional Brain Connectivity

UserGenevera I. Allen (Rice University).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 04 March 2015, 11:00-12:00

Probabilistic approaches to understanding bird conversations

UserDan Stowell (Queen Mary University of London).

HouseEngineering Department, CBL Room BE-438.

ClockMonday 02 March 2015, 11:00-12:00

A* Sampling

UserChris Maddison (U Toronto).

HouseEngineering Department, CBL Room BE-438..

ClockTuesday 24 February 2015, 11:00-12:00

Orthologous networks in biological systems

UserDr Christopher Penfold (Warwick).

HouseEngineering Department, CBL Room BE-438..

ClockWednesday 11 February 2015, 11:00-12:00

Latent Branching Trees

UserDr Theodore Kypraios (University of Nottingham).

HouseEngineering Department, CBL Room BE-438..

ClockThursday 29 January 2015, 12:00-13:00

Experiments with Non-parametric Topic Models

UserProf. Wray Buntine (Monash University).

HouseEngineering Department, CBL Room BE-438..

ClockFriday 23 January 2015, 11:00-12:00

The Blended Paradigm: A Bayesian Approach to Handling Outliers and Misspecified Models

UserProf. Steven MacEachern (Ohio State University).

HouseEngineering Department, CBL Room BE-438..

ClockMonday 15 December 2014, 10:00-11:00

Machine Translation with LSTMs

Room changed to LR3B in Inglis building and time changed to 10:30

UserIlya Sutskever (Google).

HouseEngineering Department, LR3B.

ClockFriday 28 November 2014, 10:30-11:30

Oracle Variational Inference

UserJames McInerney (Columbia University).

HouseEngineering Department, CBL Room BE-438..

ClockWednesday 26 November 2014, 11:00-12:00

Bayesian modeling for high-level real nursing activity recognition using accelerometers

short talk

UserProf. Naonori Ueda (Director Machine Learning and Data Science, NTT Labs).

HouseEngineering Department, CBL Room BE-438..

ClockFriday 14 November 2014, 11:00-11:30

A Tutorial on Probabilistic Programming

UserProf. Frank Wood (Oxford).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 23 October 2014, 14:00-17:00

New Methods in Bayesian Optimization for Machine Learning

UserJasper Snoek (Harvard University).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 25 September 2014, 11:00-12:00

A marginal sampler for σ-Stable Poisson-Kingman mixture models

UserMaria Lomeli-Garcia (Gatsby Unit, UCL).

HouseEngineering Department, CBL Room BE-438..

ClockWednesday 24 September 2014, 11:00-12:00

Local Deep Kernel Learning for Efficient Non-linear SVM Prediction

UserManik Varma (Microsoft Research India).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 17 September 2014, 11:00-12:00

Unsupervised Many-to-many Object Matching

UserDr Tomoharu Iwata (NTT).

HouseEngineering Department, CBL Room BE-438.

ClockFriday 12 September 2014, 11:00-12:00

Probabilistic Numerics - a snapshot of an emerging community

UserPhilipp Hennig (Max Planck Institute for Intelligent Systems, Tübingen).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 11 September 2014, 11:00-12:00

On the Bethe approximation

UserAdrian Weller (Columbia University).

HouseEngineering Department, CBL Room BE-438..

ClockMonday 11 August 2014, 11:00-12:00

Gaussian process regression on graphs

UserPeter Sollich (King's College London).

HouseEngineering Department, CBL Room BE-438..

ClockWednesday 16 July 2014, 11:00-12:00

Implicit Representation Networks

UserDavid Barber (University College London).

HouseEngineering Department, CBL Room BE-438..

ClockWednesday 02 July 2014, 11:00-12:00

Scalable Deep Gaussian Processes

UserJames Hensman (University of Sheffield).

HouseEngineering Department, CBL Room BE-438..

ClockTuesday 01 July 2014, 11:00-12:00

Active Learning of Linear Embeddings for Gaussian Processes

UserRoman Garnett, University of Bonn.

HouseEngineering Department, CBL Room BE-438..

ClockTuesday 10 June 2014, 11:00-12:00

Bayesian monitoring for the Comprehensive Nuclear-Test-Ban Treaty

UserProfessor Stuart Russell (UC Berkeley).

HouseEngineering Department, CBL Room BE-438..

ClockTuesday 03 June 2014, 11:00-12:00

Unifying logic and probability: A "New Dawn" for Artificial Intelligence?

NOTE THE SPECIAL VENUE (Microsoft Research)

UserProfessor Stuart Russell (UC Berkeley).

HouseAuditorium, Microsoft Research Ltd, 21 Station Road, Cambridge, CB1 2FB.

ClockMonday 02 June 2014, 11:00-12:00

Practical Machine Learning at Facebook. Examples and Lessons Learnt.

Room changed to LR4

UserJoaquin Quinonero Candela (Facebook).

HouseEngineering Department - ***LR4***.

ClockTuesday 20 May 2014, 11:00-12:00

Bayesian inference for integer-valued Lévy processes with Non-Gaussian Ornstein-Uhlenbeck volatility modelling

short talk (30 mins) - NOTE TIME CHANGE

UserAndrea Cremaschi (Kent).

HouseEngineering Department, CBL Room BE-438.

ClockFriday 16 May 2014, 10:30-11:30

Density Estimation in Infinite Dimensional Exponential Families

UserBharath Sriperumbudur (University of Cambridge).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 14 May 2014, 11:00-12:30

Probabilistic computing for Bayesian inference

UserVikash K. Mansinghka (MIT).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 02 April 2014, 13:30-14:30

Machine Learning and Order Book Dynamics

UserTristan Fletcher .

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 02 April 2014, 11:00-12:00

Policy Evaluation with Temporal Differences

UserChristoph Dann (Technische Universität Darmstadt).

HouseEngineering Department, CBL Room BE-438.

ClockFriday 28 March 2014, 11:00-12:00

Matrix Means, Distances, Kernels, and Geometric Optimization

UserSuvrit Sra (Max-Planck Institute for Intelligent Systems and CMU).

HouseEngineering Department, CBL Room BE-438.

ClockMonday 17 March 2014, 11:30-12:30

Learning to Learn for Structured Sparsity

UserNino Shervashidze (INRIA).

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 11 March 2014, 11:00-12:00

Bayesian nonparametric dynamic-clustering and genetic imputation

UserLloyd Elliott (Gatsby Unit, UCL / Oxford).

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 04 March 2014, 11:00-12:00

Parameter estimation in deep learning architectures: Two new insights.

Note: time is 12 noon (*not* 11am)

UserProf. Nando de Freitas (Oxford).

House Cambridge University Engineering Department, LR6.

ClockFriday 28 February 2014, 12:00-13:00

Bayesian canonical correlation analysis

UserSeppo Virtanen (Aalto University).

HouseEngineering Department, CBL Room BE-438.

ClockFriday 28 February 2014, 11:00-12:00

Cambridge - Tuebingen PhD Applicant Talks (via Skype)

Interview talks via Skype

UserSpeaker to be confirmed.

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 25 February 2014, 09:00-16:00

Particle filters and curse of dimensionality

Note: TALK via Skype!

UserPatrick Rebeschini (Princeton).

HouseEngineering Department, CBL Room BE-438.

ClockFriday 21 February 2014, 14:00-15:00

Bayesian nonparametrics: Dependency and Constraint Modeling

Note: TALK via Skype!

UserChangyou Chen (ANU).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 20 February 2014, 10:00-11:00

Bayesian Nonparametric Model for Power Disaggregation

UserIsabel Valera (University Carlos III in Madrid).

HouseEngineering Department, CBL Room BE-438.

ClockMonday 17 February 2014, 11:00-12:00

Frequentist coverage of adaptive nonparametric Bayesian credible sets

UserBotond Szabo (Eindhoven University of Technology).

HouseEngineering Department, CBL Room BE-438.

ClockMonday 03 February 2014, 11:00-12:00

Anglican; Particle MCMC inference for Probabilistic Programs

UserJan-Willem van de Meent (Columbia University).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 15 January 2014, 11:00-12:00

Contrastive Learning Using Spectral Methods

UserJames Zou (Harvard).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 06 November 2013, 13:30-14:30

Dissecting genotype to phenotype relationships

UserOliver Stegle (EMBL-European Bioinformatics Institute).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 10 October 2013, 11:00-12:00

CANCELLED: Local Deep Kernel Learning for Efficient Non-linear SVM Prediction

CANCELLED

UserManik Varma (Microsoft Research India).

HouseEngineering Department, CBL Room BE-438.

ClockFriday 27 September 2013, 11:00-12:00

Non-Parametric Conditional Random Fields in Computer Vision and Image Processing

UserJeremy Jancsary (Microsoft Research Cambridge).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 08 August 2013, 11:00-12:00

Higher Order Learning for Classification in Emergency Situations

UserHannah Pauline Keiler (Columbia University and DIMACS).

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 06 August 2013, 11:00-12:00

Annealing Between Distributions by Averaging Moments

UserChris Maddison (U Toronto).

HouseEngineering Department, CBL Room BE-438.

ClockFriday 02 August 2013, 11:00-12:00

NLIP Seminar Series

Recursive Deep Learning for Modeling Semantic Compositionality

UserRichard Socher - Stanford University.

HouseFW26, Computer Laboratory.

ClockWednesday 31 July 2013, 14:00-15:00

Applied statistical genetics and next-generation association studies

UserDr. Eleftheria Zeggini and Dr Ioanna Tachmazidou (Sanger Institute).

HouseEngineering Department, CBL Room BE-438.

ClockMonday 01 July 2013, 11:00-12:00

Applied statistical genetics and next-generation association studies

UserDr. Eleftheria Zeggini and Dr Ioanna Tachmazidou (Sanger Institute).

HouseEngineering Department, CBL Room BE-438.

ClockMonday 01 July 2013, 11:00-12:00

Deep Gaussian Processes

UserProf. Neil Lawrence (Sheffield).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 01 May 2013, 15:00-16:00

Approaches to statistical modeling of network data

UserMaxim Nazarov (Bocconi University).

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 30 April 2013, 11:00-12:00

Bayesian nonparametric methods for non-exchangeable data

UserNick Foti (Dartmouth College).

HouseEngineering Department, CBL Room BE-438.

ClockMonday 15 April 2013, 11:00-12:00

Non-parametric Bayesian Chromatin State Segmentation

UserWill Allen (University of Cambridge and MRC-LMB).

HouseEngineering Department, CBL Room BE-438.

ClockMonday 08 April 2013, 11:00-12:00

Fast Variational Inference in the Conjugate Exponential Family

UserJames Hensman, The Sheffield Institute for Translational Neuroscience.

HouseEngineering Department, CBL Room BE-438.

ClockMonday 25 March 2013, 11:00-12:00

Using Context and Insight for the Analysis of LittleData?

UserPhilipp Moritz (U Cambridge).

HouseEngineering Department, CBL Room BE-438.

ClockFriday 08 March 2013, 11:00-11:30

Feature allocations, probability functions, and paintboxes

UserTamara Broderick (UC Berkeley).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 27 February 2013, 11:30-12:30

Modelling Reciprocating Relationships with Hawkes Processes

UserCharles Blundell (Gatsby Unit, UCL).

HouseEngineering Department, CBL Room BE-438.

ClockFriday 22 February 2013, 11:00-12:00

Identification of causal effects

UserNevena Lazic.

HouseEngineering Department, CBL Room BE-438.

ClockThursday 25 October 2012, 14:30-16:00

Probabilistic methods for biomolecular structure simulations

UserJes Frellsen (University of Copenhagen).

HouseEngineering Department, CBL Room BE-438.

ClockMonday 22 October 2012, 11:00-12:00

Compressed Sensing Applications in Functional Magnetic Resonance Imaging

UserChristine Law (Oxford University).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 26 September 2012, 11:00-12:00

Microsoft Research Cambridge, public talks

Convergent and Scalable Algorithms for Expectation Propagation Approximate Bayesian Inference

This event may be recorded and made available internally or externally via http://research.microsoft.com. Microsoft will own the copyright of any recordings made. If you do not wish to have your image/voice recorded please consider this before attending

UserMatthias Seeger, EPFL.

HouseSmall lecture theatre, Microsoft Research Ltd, 7 J J Thomson Avenue (Off Madingley Road), Cambridge.

ClockTuesday 25 September 2012, 15:00-16:00

Multi-Label Learning with Millions of Categories

UserManik Varma (Microsoft Research India).

HouseEngineering Department, CBL Room BE-438.

ClockMonday 24 September 2012, 11:00-12:00

Efficient Sampling with Kernel Herding

UserYutian Chen (University of California at Irvine) - talk given by videolink.

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 12 September 2012, 16:00-17:00

Frank-Wolfe optimization insights in machine learning

UserSimon Lacoste-Julien (INRIA, ENS, Paris).

HouseEngineering Department, CBL Room BE-438.

ClockFriday 24 August 2012, 11:00-12:00

Deep learning for vision: a case study for visual textures, and some thoughts on a general framework

UserProf. Chris Williams ( School of Informatics, University of Edinburgh).

HouseEngineering Department, CBL Room BE-438.

ClockWednesday 08 August 2012, 14:00-15:00

Thermodynamics as a Theory of Decision-Making with Information Processing Costs

UserPedro Ortega (Max Planck Institute for Intelligent Systems).

HouseEngineering Department, CBL Room BE-438.

ClockFriday 03 August 2012, 14:00-15:00

Human Behavior Classification with Infinite Hidden Conditional Random Fields

UserKonstantinos Bousmalis and Stefanos Zafeiriou (Imperial College).

HouseEngineering Department, CBL Room BE-438.

ClockFriday 27 July 2012, 11:00-12:00

Discovery of Complex Behaviors through Contact-Invariant Optimization

UserIgor Mordatch (University of Washington).

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 19 June 2012, 11:00-12:00

Learning with nonparametric dependence and divergence estimation

UserBarnabas Poczos (Carnegie Mellon University).

HouseEngineering Department, CBL Room BE-438.

ClockTuesday 08 May 2012, 11:00-12:00

Infinite Structured Explicit Duration Hidden Markov Models

UserJonathan Huggins (Columbia University).

HouseEngineering Department, CBL Room BE-438.

ClockThursday 15 March 2012, 11:00-11:45

Scaling Machine Learning for the Internet

UserProf. Alexander Smola (Yahoo!).

House Cambridge University Engineering Department, Lecture Room 4.

ClockWednesday 07 December 2011, 11:00-12:00

Bayesian Quadrature for Prediction and Optimisation

UserMichael Osborne ( Oxford University).

HouseEngineering Department, CBL Room 438.

ClockMonday 28 November 2011, 11:00-12:00

Efficient MCMC for Continuous Time Discrete State Systems

UserVinayak Rao (UCL).

HouseEngineering Department, CBL Room 438.

ClockWednesday 23 November 2011, 11:00-12:00

A Maximum Entropy Perspective on Spectral Dimensionality Reduction

UserProf Neil Lawrence (Sheffield).

HouseEngineering Department, CBL Room 438.

ClockWednesday 16 November 2011, 15:00-16:00

Variational Inference for Non-Conjugate Models

UserDr Guillaume Bouchard (Xerox).

HouseEngineering Department, CBL Room 438.

ClockWednesday 26 October 2011, 11:00-12:00

Not so naive Bayesian classification

UserProf. Geoff Webb (Monash Univ).

HouseEngineering Department, CBL Room 438.

ClockWednesday 12 October 2011, 11:00-12:00

Machine Learning Markets

UserDr Amos Storkey (Edinburgh).

HouseEngineering Department, CBL Room 438.

ClockFriday 07 October 2011, 11:00-12:00

Factored Shapes and Appearances for Parts-based Object Understanding AND Transformation Equivariant Boltzmann Machines

UserChris Williams, School of Informatics, University of Edinburgh.

HouseEngineering Department, CBL Room 438.

ClockTuesday 27 September 2011, 11:00-12:00

Optimal Reinforcement Learning for Gaussian Systems

UserPhilipp Hennig, Max Planck Institute for Intelligent Systems, Department of Empirical Inference, Tübingen, Germany.

HouseEngineering Department, CBL Room 438.

ClockMonday 19 September 2011, 15:00-16:00

Exclusive Pólya Urns and their applications

UserChristian Steinruecken (University of Cambridge).

HouseEngineering Department, CBL Room 438.

ClockFriday 16 September 2011, 11:00-12:00

Some Practical Reflections on Graphical Models

UserDr Charles Sutton (University of Edinburgh).

HouseEngineering Department, CBL Room 438.

ClockWednesday 13 July 2011, 11:00-12:00

Beyond Keyword Search: Discovering Relevant Scientific Literature

UserKhalid El-Arini (Carnegie Mellon University).

HouseEngineering Department, CBL Room 438.

ClockMonday 11 July 2011, 11:00-12:00

Graphical Models for Bandit Problems

UserKareem Amin (University of Pennsylvania).

HouseEngineering Department, CBL Room 438.

ClockMonday 04 July 2011, 11:00-12:00

Bayesian regression and classification with multivariate sparsifying priors

UserProf. Tom Heskes (Radboud University Nijmegen).

HouseEngineering Department, CBL Room 438.

ClockTuesday 21 June 2011, 14:30-15:30

An FX trading system using adaptive reinforcement learning

(rescheduled from May 24th)

UserProfessor Michael Dempster (Statistical Laboratory).

HouseEngineering Department, CBL Room 438.

ClockTuesday 07 June 2011, 11:00-12:00

Censored Exploration in Dark Pools

UserProf. Michael Kearns (University of Pennsylvania).

HouseEngineering Department, CBL Room 438.

ClockFriday 03 June 2011, 11:00-12:00

An FX trading system using adaptive reinforcement learning

RESCHEDULED FOR JUNE 7th

UserProfessor Michael Dempster (Statistical Laboratory).

HouseEngineering Department, CBL Room 438.

ClockTuesday 24 May 2011, 11:00-12:00

Nonlinear Dynamics of Learning

UserProf. Max Welling (UC Irvine).

HouseEngineering Department, CBL Room 438.

ClockMonday 21 March 2011, 11:00-12:00

Exponential Conditional Volatility Models

UserProf Andrew Harvey (Economics, Cambridge).

HouseEngineering Department, CBL Room 438.

ClockTuesday 15 March 2011, 11:00-12:00

Challenges in implementing the Bayesian paradigm

UserProf. Steve MacEachern (Ohio State).

HouseEngineering Department, CBL Room 438.

ClockThursday 10 March 2011, 12:00-13:00

Expectation Propagation in Sparse Linear Models with Spike and Slab Priors

UserDr José Miguel Hernández Lobato (Univ. Aut. Madrid).

HouseEngineering Department, CBL Room 438.

ClockFriday 04 March 2011, 11:30-12:30

Probabilistic matrix factorization for reconstruction of missing data

UserDr Alexander Ilin (Aalto University).

HouseEngineering Department, CBL Room 438.

ClockFriday 04 March 2011, 10:30-11:30

Title to be confirmed

UserYee Whye Teh (Gatsby Unit, UCL).

HouseEngineering Department, CBL Room 438.

ClockFriday 25 February 2011, 11:00-12:00

Differential Geometric MCMC Methods

UserProf. Mark Girolami (UCL).

HouseEngineering Department, CBL Room 438.

ClockTuesday 01 February 2011, 11:00-12:00

Mining viral datasets

UserDr Simon Frost (University of Cambridge).

HouseEngineering Department, CBL Room 438.

ClockTuesday 25 January 2011, 11:00-12:00

Universal Bayesian Agents: Theory and Applications

UserProf. Marcus Hutter (ANU).

HouseEngineering Department, CBL Room 438.

ClockTuesday 18 January 2011, 11:00-12:00

Machine learning in cancer research (a.k.a CRI meets CUED)

(note new date)

UserDr Florian Markowetz (CRUK) - lab visit.

HouseEngineering Department, CBL Room 438.

ClockMonday 17 January 2011, 11:00-12:00

Novi Quadrianto

UserNovi Quadrianto, Australian National University.

HouseEngineering Department, CBL Room 438.

ClockThursday 13 January 2011, 11:00-12:00

Learning item trees for collaborative filtering with implicit feedback

UserDr Andriy Mnih (Gatsby Unit, UCL).

HouseEngineering Department, CBL Room 438.

ClockTuesday 30 November 2010, 11:00-12:00

Non-Smooth-Norm Image Reconstruction from Noisy Data

UserDr Paolo Emilio Barbano (DAMTP, University of Cambridge).

HouseEngineering Department, CBL Room 438.

ClockFriday 26 November 2010, 11:00-12:00

Crowdsourcing data modelling

UserAnthony Goldbloom (Kaggle).

HouseEngineering Department, CBL Room 438.

ClockThursday 18 November 2010, 11:00-12:00

CANCELLED

CANCELLED

UserDr Paolo Emilio Barbano (DAMTP).

HouseEngineering Department, CBL Room 438.

ClockThursday 11 November 2010, 11:00-12:00

Searching for Knowledge Instead of Web Pages

UserGjergji Kasneci (Microsoft Research, Cambridge).

HouseEngineering Department, CBL Room 438.

ClockThursday 30 September 2010, 11:00-12:00

Bayesian Inference with Kernels

UserDr Arthur Gretton (UCL).

HouseEngineering Department, CBL Room 438.

ClockMonday 20 September 2010, 11:00-12:00

On the Equivalence of Graph Cuts and Max-product Belief Propagation

UserDanny Tarlow (University of Toronto).

HouseEngineering Department, CBL Room 438.

ClockWednesday 25 August 2010, 14:00-15:00

Culture wars, voting and polarization: divisions and unities in modern American politics

general audience talk (non-technical) -- NOTE change of room to LR4!

UserProf Andrew Gelman (Columbia University).

HouseEngineering Department - LR4.

ClockThursday 29 July 2010, 16:30-17:30

Creating structured and flexible models: some open problems

UserProf Andrew Gelman (Columbia University).

HouseEngineering Department, CBL Room 438.

ClockWednesday 28 July 2010, 14:00-15:00

Efficient Bayesian analysis of multiple changepoint models

UserProf Paul Fearnhead (Lancaster).

HouseEngineering Department, CBL Room 438.

ClockMonday 26 July 2010, 15:00-16:00

Scalable Parallel Computing with CUDA

UserJames Balfour (NVIDIA).

HouseEngineering Department, CBL Room 438.

ClockTuesday 20 July 2010, 14:00-15:00

Using transformed domains to sparsify Gaussian Processes

UserDr Miguel Lázaro-Gredilla (Universidad Carlos III de Madrid).

HouseEngineering Department, CBL Room 438.

ClockMonday 12 July 2010, 11:30-12:30

Natural Conjugate Gradient Learning for Fixed-Form Variational Bayes

UserDr Antti Honkela (Aalto University School of Science and Technology, Finland).

HouseEngineering Department, CBL Room 438.

ClockWednesday 16 June 2010, 11:00-12:00

Sparse Factor Analysis Applied to Three Biological Problems

UserBarbara Engelhardt (University of Chicago).

HouseEngineering Department, CBL Room 438.

ClockTuesday 15 June 2010, 11:00-12:00

Using topic models to help cure cancer

UserProf Quaid Morris (Toronto).

HouseEngineering Department, CBL Room 438.

ClockFriday 11 June 2010, 14:00-15:00

Message Passing In Centralized Database

short talk

UserKonstantina Palla (Edinburgh).

HouseEngineering Department, CBL Room 438.

ClockFriday 11 June 2010, 11:00-11:30

Structured Prediction Cascades

UserDr. Ben Taskar (University of Pennsylvania).

HouseEngineering Department, CBL Room 438.

ClockThursday 10 June 2010, 11:30-12:30

Parametric Bandits, Query Learning, and the Haystack Dimension

UserProf. Michael Kearns (University of Pennsylvania).

HouseEngineering Department, CBL Room 438.

ClockWednesday 09 June 2010, 14:00-15:00

Slice sampling with latent Gaussian models

UserDr Iain Murray (Toronto / Edinburgh).

HouseEngineering Department, CBL Room 438.

ClockTuesday 16 March 2010, 11:00-12:00

Making Sense of Data - A Research Agenda

UserProf Bob Williamson (ANU and Scientific Director of NICTA).

House Cambridge University Engineering Department, Lecture Room 6.

ClockThursday 11 March 2010, 11:00-12:00

Recursive CRFs for Scalable Vision

short talk

UserDavid Duvenaud (UBC).

HouseEngineering Department, CBL Room 438.

ClockWednesday 10 March 2010, 12:30-13:00

Subspace Codes for Adversarial Error-Correction in Network Coding

short talk

UserAzadeh Khaleghi (University of Toronto).

HouseEngineering Department, CBL Room 438.

ClockWednesday 10 March 2010, 11:30-12:00

Bayesian Inference in Networks of Queues

UserDr Charles Sutton (Edinburgh).

HouseEngineering Department, CBL Room 438.

ClockTuesday 09 March 2010, 11:00-12:00

Stochastic Outlier Selection

UserJeroen Janssens (Tilburg University / University of Cambridge).

HouseEngineering Department, CBL Room 438.

ClockMonday 08 March 2010, 16:00-16:30

Mind Reading by Machine Learning: Optimal Experimental Design

Short talk

UserNeil Houlsby (CUED).

HouseEngineering Department, CBL Room 438.

ClockTuesday 02 February 2010, 11:00-11:30

Machine Learning Course (4F13)

4F13 course - repeats Wed, Thurs at 10am during Lent

UserZoubin Ghahramani and Carl Rasmussen (Cambridge).

House Cambridge University Engineering Department, Lecture Room 12 (Trumpington Street).

ClockWednesday 20 January 2010, 10:00-11:00

CANCELLED: Learning Components for Human Sensing

CANCELLED

UserDr Fernando de la Torre (CMU).

HouseEngineering Department, CBL Room 438.

ClockTuesday 19 January 2010, 11:00-12:00

Visuospatial Reasoning

Short Talk

UserStephanie Chan (MIT).

HouseEngineering Department, CBL Room 438.

ClockMonday 18 January 2010, 10:00-10:30

Machine Learning Course (4F13)

4F13 course - repeats Wed, Thurs at 10am during Lent

UserZoubin Ghahramani and Carl Rasmussen (Cambridge).

House Cambridge University Engineering Department, Lecture Room 12 (Trumpington Street).

ClockThursday 14 January 2010, 10:00-11:00

Optimal Tag Sets for Automatic Image Annotation

short talk

UserSean Moran (Edinburgh).

HouseEngineering Department, CBL Room 438.

ClockFriday 04 December 2009, 11:00-12:00

Indian Buffet Processes with Power-law Behaviour

UserYee Whye Teh (Gatsby Unit, UCL).

HouseEngineering Department, CBL Room 438.

ClockFriday 20 November 2009, 14:00-15:00

KL control theory and decision making under uncertainty

UserBert Kappen ( Radboud University Nijmegen, The Netherlands).

HouseEngineering Department, CBL Room 438.

ClockTuesday 10 November 2009, 11:00-12:00

Information theoretic model selection in clustering

UserJoachim M Buhmann, Department of Computer Science, ETH Zurich.

HouseEngineering Department, CBL Room 438.

ClockWednesday 28 October 2009, 11:00-12:00

Motor Skills Learning for Robotics

UserJan Peters, Max Planck Institute for Biological Cybernetics in Tübingen.

HouseEngineering Department, CBL Room 438.

ClockFriday 09 October 2009, 13:00-14:00

Coconut: Optimizing computations for machine learning

UserAndrew Fitzgibbon (Microsoft Research Cambridge).

HouseEngineering Department, CBL Room 438.

ClockTuesday 29 September 2009, 14:00-15:00

CANCELLED

Cancelled

UserProf. Eric Xing (CMU).

HouseEngineering Department, CBL Room 438.

ClockFriday 18 September 2009, 10:00-11:00

Computable Probability Theory

UserDaniel Roy (MIT).

HouseEngineering Department, CBL Room 438.

ClockTuesday 28 July 2009, 14:00-15:00

Using gradient descent for optimization and learning

UserNicolas Le Roux (Microsoft Research).

HouseEngineering Department, CBL Room 438.

ClockTuesday 26 May 2009, 13:00-15:00

Learning from Measurements in Exponential Families

UserPercy Liang (University of California, Berkeley).

HouseEngineering Department, CBL Room 438.

ClockWednesday 25 March 2009, 11:00-12:00

Quasi-linear Sensor Management

UserMarco Huber (University of Karlsruhe).

HouseEngineering Department, CBL Room 438.

ClockFriday 06 March 2009, 15:00-16:00

An Introduction to Transcriptomics

Machine Learning Tutorial Lecture

UserProf Brendan Frey (University of Toronto).

HouseCambridge University Engineering Department, LR4.

ClockThursday 26 February 2009, 16:00-18:00

Generalization in Learning

UserYevgeny Seldin (Hebrew University).

HouseEngineering Department, CBL Room 438.

ClockFriday 20 February 2009, 11:00-12:00

Stochastic control as an inference problem

UserProf. Bert Kappen (University of Nijmegen).

HouseCambridge University Engineering Department, LR5.

ClockTuesday 17 February 2009, 14:00-15:00

Extending the Affinity Propagation Model

UserInmar Givoni (University of Toronto).

HouseEngineering Department, CBL Room 438.

ClockFriday 30 January 2009, 13:00-14:00

The Block Diagonal Infinite Hidden Markov Model

UserTom Stepleton (CMU).

HouseEngineering Department, CBL Room 438.

ClockWednesday 21 January 2009, 13:00-14:00

Probabilistic Graph Models for Debugging Software

UserLaura Dietz (Max Planck Institute for Computer Science, Saarbrücken).

HouseEngineering Department, CBL Room 438.

ClockMonday 19 January 2009, 14:00-15:00

HMMs for Protein Sequencing from Mass Spectrometry Data

UserDr Bernd Fischer (EBI).

HouseEngineering Department, CBL Room 438.

ClockTuesday 13 January 2009, 14:00-15:00

Mondrian Processes

UserYee Whye Teh (Gatsby Unit, UCL).

HouseEngineering Department, TBA.

ClockFriday 05 December 2008, 14:00-15:00

Deep Networks for Vision

Machine Learning Tutorial Lecture

UserProf Brendan Frey (University of Toronto).

HouseCambridge University Engineering Department, LR4.

ClockThursday 27 November 2008, 16:00-18:00

Hardness Ratios

UserYue Wu.

HouseEngineering Department, CBL Room 438.

ClockTuesday 25 November 2008, 14:00-14:30

Consensus finding, exponential models and infinite rankings

UserDr Marina Meila (University of Washington).

HouseEngineering Department, CBL Room 438.

ClockWednesday 12 November 2008, 13:00-14:00

Foundations of Nonparametric Bayesian Methods (Part III)

UserPeter Orbanz (University of Cambridge).

HouseEngineering Department, CBL Room 438.

ClockTuesday 28 October 2008, 11:00-13:00

Efficient Sequential Monte Carlo Inference for Kingman's Coalescent

Note unusual time

UserDr Dilan Gorur (Gatsby Unit, UCL).

HouseEngineering Department, CBL Room 438.

ClockWednesday 22 October 2008, 13:00-14:00

Context in human robot interaction

UserThomas Kollar (MIT).

HouseEngineering Department, CBL Room 438.

ClockTuesday 21 October 2008, 15:00-16:00

Foundations of Nonparametric Bayesian Methods (Part II)

UserPeter Orbanz (University of Cambridge).

HouseEngineering Department, CBL Room 438.

ClockThursday 16 October 2008, 16:00-18:00

Foundations of Nonparametric Bayesian Methods (Part I)

UserPeter Orbanz (University of Cambridge).

HouseEngineering Department, CBL Room 438.

ClockThursday 09 October 2008, 16:00-18:00

Shared Segmentation of Natural Scenes using Dependent Pitman-Yor Processes

UserDr Erik Sudderth (UC Berkeley).

HouseEngineering Department, CBL Room 438.

ClockWednesday 08 October 2008, 13:30-14:30

Spoken Dialogue Management

UserSebastien Bratieres.

HouseEngineering Department, CBL Room 438.

ClockMonday 29 September 2008, 11:00-12:00

A Bayesian approach to language learning

UserDr Sharon Goldwater (Edinburgh).

HouseEngineering Department, CBL Room 438.

ClockFriday 26 September 2008, 15:00-16:00

Learning Bigrams from Unigrams

UserAndrew B. Goldberg (University of Wisconsin, Madison).

HouseEngineering Department, CBL Room 438.

ClockTuesday 23 September 2008, 14:00-15:00

Bayesian approaches to autonomous Bayesian real-time learning

UserJo-Anne Ting (University of Southern California).

HouseEngineering Department, CBL Room 438.

ClockMonday 15 September 2008, 14:00-15:00

Non-negative matrix factorization with Gaussian process priors

UserDr Mikkel N. Schmidt (Technical University of Denmark / Cambridge).

HouseEngineering Department, CBL Room 438.

ClockWednesday 10 September 2008, 14:00-15:00

Matrix Factorization and Relational Learning

UserAjit Paul Singh (CMU).

HouseEngineering Department, CBL Room 438.

ClockTuesday 09 September 2008, 14:00-15:00

Message-passing inference on graphical models

UserSimon Byrne (Cambridge).

HouseEngineering Department, CBL Room 438.

ClockTuesday 15 July 2008, 11:30-12:30

Bayesian analysis of complex biological systems

UserDr Edo Airoldi (Princeton).

HouseEngineering Department, CBL Room 438.

ClockWednesday 25 June 2008, 15:00-16:00

Variational inference for partially observed diffusion processes

UserDr. Cedric Archambeau (University College London).

HouseEngineering Department, CBL Room 438.

ClockMonday 16 June 2008, 14:00-15:00

Assessing high-dimensional latent variable models

UserDr Iain Murray (Toronto).

HouseEngineering Department, CBL Room 438.

ClockThursday 12 June 2008, 14:00-15:00

H-Infinity Clustering

UserProf. Sam Roweis (Toronto).

HouseEngineering Department, CBL Room 438.

ClockWednesday 28 May 2008, 14:00-15:00

Sustainable Energy - without the hot air

UserDavid MacKay (Cavendish Laboratory).

House Cambridge University Engineering Department, Lecture Room 4.

ClockTuesday 27 May 2008, 14:00-16:00

Modeling Behaviour in Economic Games using Game-Theoretic POMDPs

UserDebajyoti Ray (Gatsby Unit, UCL).

HouseEngineering Department, CBL Room 438.

ClockWednesday 14 May 2008, 14:00-15:00

Talking with Robots: A Case Study in Architectures for Cognitive Robotics

UserDr Jeremy Wyatt (University of Birmingham).

HouseEngineering Department, CBL Room 438.

ClockTuesday 13 May 2008, 11:30-12:30

An Introduction to Statistical Learning Theory

Machine Learning Tutorial Lecture

UserProf. John Shawe-Taylor (UCL).

House Cambridge University Engineering Department, Lecture Room 4.

ClockThursday 08 May 2008, 16:00-18:00

Beam Sampling for Infinite Hidden Markov Models

UserJurgen Van Gael.

HouseEngineering Department, CBL Room 438.

ClockWednesday 02 April 2008, 14:00-15:00

Learning quantum physics

UserDr Gabor Csanyi (Dept of Engineering).

HouseEngineering Department, CBL Room 438.

ClockMonday 17 March 2008, 14:00-15:00

Convergence analysis of the EM algorithm and joint minimization of free energy

UserDr Shin-ichi Maeda (NARA Institute of Science and Technology).

HouseEngineering Department, CBL Room 438.

ClockWednesday 12 March 2008, 13:00-14:00

Discriminative Methods with Structure

UserSimon Lacoste-Julien (Univ of California at Berkeley).

HouseEngineering Department, CBL Room 438.

ClockTuesday 11 March 2008, 11:30-12:30

Inductive Logic Programming

Machine Learning Tutorial Lecture

UserStephen Muggleton (Imperial College London).

HouseLT2 (Inglis Building) Engineering, Department of.

ClockThursday 28 February 2008, 16:00-18:00

Statistical Machine Translation

Machine Learning Tutorial Lecture

UserBill Byrne, Machine Intelligence Laboratory.

HouseLT2 (Inglis Building) Engineering, Department of.

ClockThursday 21 February 2008, 16:00-18:00

Model selection and model order adaptation for clustering

UserPeter Orbanz (ETH Zurich).

HouseEngineering Department, CBL Room 438.

ClockThursday 21 February 2008, 14:00-15:00

Expectation Propagation, Experimental Design for the Sparse Linear Model

UserMatthias Seeger (Max Planck Institute for Biological Cybernetics).

HouseEngineering Department, CBL Room 438.

ClockWednesday 20 February 2008, 14:00-15:00

Biomedical Image Search

UserAlex Ksikes (University of Cambridge).

HouseEngineering Department, CBL Room 438.

ClockMonday 18 February 2008, 11:30-12:30

Information Retrieval

Machine Learning Tutorial Lecture

UserStephen Robertson, Microsoft Research Cambridge.

HouseLT2 (Inglis Building) Engineering, Department of.

ClockThursday 14 February 2008, 16:00-18:00

Stable distribution and data sketching

UserIoana Cosma, Department of Statistics, University of Oxford.

HouseEngineering Department, CBL Room 438.

ClockWednesday 06 February 2008, 14:00-15:00

Reinforcement Learning

Machine Learning Tutorial Lecture (Note unusual day)

UserPeter Dayan, Gatsby Unit, UCL.

HouseLT2 (Inglis Building) Engineering, Department of.

ClockTuesday 29 January 2008, 16:00-18:00

Modeling Science: Topic models of Scientific Journals and Other Large Document Collections

UserDavid Blei, Computer Science, Princeton University.

HouseEngineering Department - LR3.

ClockWednesday 23 January 2008, 14:00-15:00

Sparse Gaussian Process in Disease Mapping

UserJarno Vanhatalo, Helsinki University of Technology.

HouseEngineering Department, CBL Room 438.

ClockTuesday 22 January 2008, 11:00-12:00

Graphical Models

Machine Learning Tutorial Lecture

UserChristopher M. Bishop, Microsoft Research, Cambridge.

HouseLT2 (Inglis Building) Engineering, Department of.

ClockThursday 17 January 2008, 16:00-18:00

Gene Regulatory Network Inference: A Kernel-Based Learning Approach

UserSandy Klemm, University of Cambridge.

HouseEngineering Department, CBL Room 438.

ClockMonday 26 November 2007, 15:00-16:00

Error Correcting Codes

Machine Learning Tutorial Lecture

UserDavid J.C. MacKay, Department of Physics.

HouseLR4, Engineering, Department of.

ClockThursday 22 November 2007, 16:00-18:00

Clinical data based optimal STI strategies for HIV: a reinforcement learning approach

UserDr Guy-Bart Stan (University of Cambridge).

HouseEngineering Department, CBL Room 438.

ClockWednesday 21 November 2007, 14:00-15:00

Machine Learning Applications / Challenges in Natural Language Parsing

Machine Learning Tutorial Lecture

UserTed Briscoe, Computer Laboratory.

HouseLR4, Engineering, Department of.

ClockThursday 15 November 2007, 16:00-18:00

Optimal Control and Reinforcement Learning with Gaussian Process Models

UserMarc Deisenroth (University of Cambridge).

HouseEngineering Department, CBL Room 438.

ClockWednesday 07 November 2007, 11:30-12:30

Prequential Statistics

Machine Learning Tutorial Lecture

UserPhilip Dawid, Statistical Laboratory, Cambridge.

HouseLR4, Engineering, Department of.

ClockThursday 01 November 2007, 16:00-18:00

Spectral Clustering

Machine Learning Tutorial Lecture

UserArik Azran, Machine Learning Group.

HouseLR4, Engineering, Department of.

ClockThursday 25 October 2007, 16:00-18:00

Group Theory and Machine Learning

Machine Learning Tutorial Lecture

UserImre Risi Kondor, Gatsby Unit, UCL.

HouseLR4, Engineering, Department of.

ClockThursday 18 October 2007, 16:00-18:00

Hidden Common Cause Relations in Relational Learning

UserRicardo Silva (Statistical Laboratory).

HouseLR6, Engineering, Department of.

ClockWednesday 17 October 2007, 14:00-15:00

Optimal Spreading Sequences for Chaos-Based Communication Systems; Using CSK as a Case Study

UserTheodore Papamarkou, University of Warwick.

HouseLR5, Engineering, Department of..

ClockWednesday 03 October 2007, 14:00-15:00

Graph Kernels for Data Mining

UserKarsten Borgwardt, Machine Learning Group @ CUED.

HouseLR5, Engineering, Department of.

ClockWednesday 19 September 2007, 14:00-15:00

Geometric Algorithms for Linear Independent Component Analysis

UserHao Shen, National ICT Australia and Australian National University, Canberra.

HouseLR5, Engineering, Department of.

ClockFriday 14 September 2007, 14:00-15:00

Covariate Shift Adaptation: Supervised Learning When Training and Test Inputs Have Different Distributions

UserMasashi Sugiyama (Tokyo Institute of Technlogy).

HouseLR5, Engineering, Department of.

ClockThursday 13 September 2007, 13:00-14:30

Bayesian Ranking

Advanced Machine Learning Tutorial Lecture

UserRalf Herbrich, Microsoft Research Cambridge.

HouseLR4, Engineering, Department of.

ClockThursday 15 March 2007, 16:00-18:00

Logistic Regression with a Laplacian prior on the Eigenvalues: Convex duality and application to EEG classification

Note different room and time

UserRyota Tomioka (University of Tokyo / Fraunhofer FIRST).

HouseLT1 (Inglis Building) Engineering, Department of.

ClockThursday 15 March 2007, 13:00-14:00

Dirichlet Processes and Hierarchical Dirichlet Processes

Advanced Machine Learning Tutorial Lecture

UserDr Yee Whye Teh, Gatsby Unit, UCL.

HouseLR4, Engineering, Department of.

ClockThursday 01 March 2007, 16:00-18:00

An Introduction to Non-parametric Bayesian Methods

Room changed this week!

UserProfessor Zoubin Ghahramani, University of Cambridge.

HouseLR5, Engineering, Department of.

ClockThursday 22 February 2007, 16:00-18:00

Robot Localisation and Mapping

Advanced Machine Learning Tutorial Lecture

UserDr Paul M Newman, Oxford University.

HouseLR4, Engineering, Department of.

ClockThursday 01 February 2007, 16:00-18:00

Advanced MCMC Methods

Advanced Machine Learning Tutorial Lecture

UserIain Murray, Gatsby Unit, UCL.

HouseLR4, Engineering, Department of.

ClockThursday 23 November 2006, 16:00-18:00

Expectation Propagation

Advanced Machine Learning Tutorial Lecture

UserDr Tom Minka, Microsoft Research Cambridge.

HouseLR4, Engineering, Department of.

ClockThursday 16 November 2006, 16:00-18:00

Causality

Advanced Tutorial Lecture Series on Machine Learning

UserDr Ricardo Silva, Gatsby Unit, UCL.

HouseLR4, Engineering, Department of.

ClockThursday 09 November 2006, 16:00-18:00

Gaussian Processes for Machine Learning

Advanced Machine Learning Tutorial Lecture

UserEd Snelson, Gatsby Unit, UCL.

HouseLR4, Engineering, Department of.

ClockThursday 26 October 2006, 16:00-18:00

Mixture Models and the EM Algorithm

Advanced Machine Learning Tutorial Lecture

UserProfessor Chris Bishop, Microsoft Research Cambridge.

HouseLR4, Engineering, Department of.

ClockThursday 05 October 2006, 16:00-18:00

Probabilistic Dimensional Reduction with the Gaussian Process Latent Variable Model

UserDr Neil Lawrence, Computer Science, University of Sheffield.

HouseLR10, Engineering, Department of.

ClockTuesday 07 March 2006, 12:30-13:30

Please see above for contact details for this list.

 

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