Adaptive probabilistic ODE solvers without adaptive memory requirements

Nico Krämer - Danish Technical University.

SS03, Computer Lab.

Thursday 07 November 2024, 16:00-17:00

If Bayesian inference is rational, what is approximate inference?

https://us04web.zoom.us/j/78726354602?pwd=wd4oRhKPoa0PAI00vbr_SlqqV97Mby.1

Sebastian Farquhar.

SS03, Computer Lab.

Tuesday 26 April 2022, 15:00-16:00

GIBBON: General-purpose Information-Based Bayesian OptimisatioN

Henry Moss, Senior ML Researcher at Secondmind.

SS03, Computer Lab.

Tuesday 08 February 2022, 15:00-16:00

SAP Rural Sourcing Management

Jörg Dörflinger, Carsten Friedland.

https://cl-cam-ac-uk.zoom.us/j/95046644774?pwd=emdFdXB0THVmelN6S25LekN5L1BaUT09.

Tuesday 14 December 2021, 15:00-16:00

Probabilistic machine learning methods for uncertainty quantification and decision-making

Javier Gonzalez.

SS03.

Tuesday 30 November 2021, 13:00-14:00

Differential geometry for representation learning

234088

Georgios Arvanitidis.

https://cl-cam-ac-uk.zoom.us/j/96995932839?pwd=RHVHN1d3Qy9XL2hxUlJ2SGNPbTgxdz09.

Tuesday 02 November 2021, 15:00-16:00

Isometric Gaussian Process Latent Variable Model

573203

Martin Jørgensen .

https://cl-cam-ac-uk.zoom.us/j/94834600953?pwd=T2g4ckNwdVowdFNSRm4vMkZzcE5idz09.

Tuesday 19 October 2021, 15:00-16:00

A mean-field theory of lazy training in two-layer neural nets: entropic regularization and controlled McKean-Vlasov dynamics

Maxim Raginsky - University of Illinois at Urbana-Champaign.

https://us02web.zoom.us/j/4784296471?pwd=SE8vc1BvWldlZnc1YUNwK3Q1dHpodz09.

Tuesday 13 July 2021, 15:00-16:00

Theoretical guarantees for sampling and inference in generative models with latent diffusions

Belinda Tzen - University of Illinois at Urbana-Champaign.

https://cl-cam-ac-uk.zoom.us/j/96682930826?pwd=SVVpTFplRVRFeXhmOE1VejFVeTdzdz09.

Tuesday 29 June 2021, 15:00-16:00

Double-descent curves in neural networks: A new perspective using Gaussian processes.

pwd: akljc1JQVS81R1FxelZCMUdQR3I2dz09

Ouns El Harzli.

https://cl-cam-ac-uk.zoom.us/j/96785077311?pwd=akljc1JQVS81R1FxelZCMUdQR3I2dz09.

Tuesday 01 June 2021, 15:00-16:00

Symmetries via Duality

Halverson James.

https://us02web.zoom.us/j/4784296471?pwd=SE8vc1BvWldlZnc1YUNwK3Q1dHpodz09.

Tuesday 04 May 2021, 15:00-16:00

Information-Theoretic Generalization Bounds for Stochastic Gradient Descent

Gergely Neu.

https://cl-cam-ac-uk.zoom.us/j/97019034279?pwd=UWNGQ2lhSzZGK09TdXVkSHBGRUFZdz09.

Tuesday 20 April 2021, 15:00-16:00

Progress Towards Understanding Generalization in Deep Learning

Passcode: 381314

Gintare Karolina Dziugaite, Element AI .

https://us02web.zoom.us/j/83327945534?pwd=SlRTcjVDTVFsNXRNdEczbysvSkpPdz09.

Tuesday 13 April 2021, 15:00-16:00

Bayesian Inference for Optimal Transport with Stochastic Cost

Meeting ID: 883 6810 7456 Passcode: 747521

Anton Mallasto.

https://us02web.zoom.us/j/88368107456?pwd=dTkvaXBaaCszMnB4ck1CRXNXVWtTQT09.

Tuesday 30 March 2021, 15:00-16:00

Bayesian Best-Arm Identification

Zoom passcode: 934913

Rianne de Heide, Machine Learning Group, Centrum Wiskunde en Informatica (CWI).

https://us02web.zoom.us/j/86285792868?pwd=UGJFeit5RVozOTdqUTdGeEFXNlk1Zz09.

Friday 12 March 2021, 13:00-14:00

Randomized Automatic Differentiation

Deniz Oktay Princeton.

https://us02web.zoom.us/j/86285792868?pwd=UGJFeit5RVozOTdqUTdGeEFXNlk1Zz09.

Tuesday 02 March 2021, 15:00-16:00

Uncertainty-Aware Numerical Solutions of ODEs by Bayesian Filtering

Hans Kersting, INRIA Paris.

https://us02web.zoom.us/j/86046826779?pwd=RUZCVGxzdDMrRDN2bDJEUkk1NUVyUT09.

Tuesday 16 February 2021, 15:00-16:00

Reparameterizing Bayesian PCA using Householder transformations to break the rotational symmetry.

Rajbir Nirwan, Department of Computer Science, Goethe University, Frankfurt, Germany.

https://dtudk.zoom.us/j/65731683392.

Friday 04 December 2020, 13:15-14:00

Technology Readiness Levels for Machine Learning Systems

Alex Lavin - Latent Sciences.

https://dtudk.zoom.us/j/66026628895.

Friday 20 November 2020, 13:15-14:00

Maximum entropy, uniform measure

Emily Roff, School of Mathematics, Univeristy of Edinburgh.

https://dtudk.zoom.us/j/69745050502?pwd=RzV3UWtMWjgzMko4cFhSNFM3T1FEdz09.

Friday 13 November 2020, 13:15-14:00

Generalized Energy Based Models

Michael Arbel - UCL.

https://dtudk.zoom.us/j/64671492015?pwd=ZkZyd1BpSHNvR3JQNDlWbXZ1aG9CUT09.

Friday 30 October 2020, 13:15-14:15

Inter-domain Deep Gaussian Processes

Zoom Passcode: 452829

Tim G. J. Rudner, University of Oxford.

https://dtudk.zoom.us/j/63696188914?pwd=L3RNZFlVWjdvdCtwMTAzaXA0UHVlQT09.

Friday 16 October 2020, 13:00-15:00