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80 upcoming talks and 298 talks in the archive.

Isaac Newton Institute Seminar Series

Organisers' welcome

TMLW02 - SGD: stability, momentum acceleration and heavy tails

User.

HouseExternal.

ClockMonday 22 April 2024, 09:30-09:45

Isaac Newton Institute Seminar Series

Exit Times and Extremes of Fractional Brownian motion and Spectrally Negative Levy Processes

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserCeren Vardar Acar (Middle East Technical University).

HouseExternal.

ClockMonday 22 April 2024, 09:45-10:30

Isaac Newton Institute Seminar Series

Coffee Break

TMLW02 - SGD: stability, momentum acceleration and heavy tails

User.

HouseExternal.

ClockMonday 22 April 2024, 10:30-11:00

Isaac Newton Institute Seminar Series

Simulation and inference for Levy-driven SDEs

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserSimon Godsill (University of Cambridge).

HouseExternal.

ClockMonday 22 April 2024, 11:00-11:45

Isaac Newton Institute Seminar Series

Heavy-tailed compound renewal and L\'evy processes with negative drift: maxima over random time intervals

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserSergey Foss (Heriot-Watt University).

HouseExternal.

ClockMonday 22 April 2024, 11:45-12:30

Isaac Newton Institute Seminar Series

Progress Report Presentations

TMLW02 - SGD: stability, momentum acceleration and heavy tails

User.

HouseExternal.

ClockMonday 22 April 2024, 14:30-16:00

Isaac Newton Institute Seminar Series

Automatic Outlier Rectification via Optimal Transport

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserJose Blanchet (Stanford University).

HouseExternal.

ClockMonday 22 April 2024, 16:00-16:45

Isaac Newton Institute Seminar Series

Reception

TMLW02 - SGD: stability, momentum acceleration and heavy tails

User.

HouseExternal.

ClockMonday 22 April 2024, 16:45-19:00

Isaac Newton Institute Seminar Series

Adaptive Importance Sampling for accelerating the minimization of tail risks

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserKarthyek Rajhaa Annaswamy Murthy (Singapore University of Technology and Design).

HouseExternal.

ClockTuesday 23 April 2024, 09:45-10:30

Isaac Newton Institute Seminar Series

Coffee Break

TMLW02 - SGD: stability, momentum acceleration and heavy tails

User.

HouseExternal.

ClockTuesday 23 April 2024, 10:30-11:00

Isaac Newton Institute Seminar Series

Title TBC

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserMurat Erdogdu (University of Toronto).

HouseExternal.

ClockTuesday 23 April 2024, 11:00-11:45

Isaac Newton Institute Seminar Series

Heavy Tail Phenomenon in Stochastic Gradient Descent 

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserMert Gurbuzbalaban (Rutgers, The State University of New Jersey).

HouseExternal.

ClockTuesday 23 April 2024, 11:45-12:30

Isaac Newton Institute Seminar Series

Lunch

TMLW02 - SGD: stability, momentum acceleration and heavy tails

User.

HouseExternal.

ClockTuesday 23 April 2024, 12:30-14:30

Isaac Newton Institute Seminar Series

Subexponential lower bounds for f-ergodic Markov processes

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserMiha Bresar (University of Warwick).

HouseExternal.

ClockTuesday 23 April 2024, 14:30-15:15

Isaac Newton Institute Seminar Series

Title TBC

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserGareth Roberts (University of Warwick).

HouseExternal.

ClockTuesday 23 April 2024, 15:15-16:00

Isaac Newton Institute Seminar Series

About small jumps of Lévy processes: approximations and estimation

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserEster Mariucci (Université de Versailles Saint-Quentin-en-Yvelines).

HouseExternal.

ClockWednesday 24 April 2024, 09:45-10:30

Isaac Newton Institute Seminar Series

Coffee Break

TMLW02 - SGD: stability, momentum acceleration and heavy tails

User.

HouseExternal.

ClockWednesday 24 April 2024, 10:30-11:00

Isaac Newton Institute Seminar Series

PCF-GAN: generating sequential data via the characteristic function of measures on the path space

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserHao Ni (University College London).

HouseExternal.

ClockWednesday 24 April 2024, 11:00-11:45

Isaac Newton Institute Seminar Series

Learning Operators - Recent Advances

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserNicole Mücke (None / Other).

HouseExternal.

ClockWednesday 24 April 2024, 11:45-12:30

Isaac Newton Institute Seminar Series

Lunch

TMLW02 - SGD: stability, momentum acceleration and heavy tails

User.

HouseExternal.

ClockWednesday 24 April 2024, 12:30-14:30

Isaac Newton Institute Seminar Series

Algorithmic stability for heavy-tailed SGD

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserLingjiong Zhu (Florida State University).

HouseExternal.

ClockWednesday 24 April 2024, 14:30-15:15

Isaac Newton Institute Seminar Series

Aggregating regularly varying vectors: phenomena of a few large jumps

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserBikramjit Das (Singapore University of Technology and Design).

HouseExternal.

ClockWednesday 24 April 2024, 15:15-16:00

Isaac Newton Institute Seminar Series

Sharp Characterization and Control of Global Dynamics of SGDs with Heavy Tails

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserXingyu Wang (Northwestern University).

HouseExternal.

ClockThursday 25 April 2024, 09:45-10:30

Isaac Newton Institute Seminar Series

Coffee Break

TMLW02 - SGD: stability, momentum acceleration and heavy tails

User.

HouseExternal.

ClockThursday 25 April 2024, 10:30-11:00

Isaac Newton Institute Seminar Series

Stochastic Gradient Descent with Adaptive Data

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserJing Dong (Columbia University).

HouseExternal.

ClockThursday 25 April 2024, 11:00-11:45

Isaac Newton Institute Seminar Series

Stochastic approximation with heavy tailed noise

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserVivek Borkar (Indian Institute of Technology Bombay).

HouseExternal.

ClockThursday 25 April 2024, 11:45-12:30

Isaac Newton Institute Seminar Series

Lunch

TMLW02 - SGD: stability, momentum acceleration and heavy tails

User.

HouseExternal.

ClockThursday 25 April 2024, 12:30-14:30

Isaac Newton Institute Seminar Series

Quantitative and stable limits of high-frequency statistics of L\'evy processes: a Stein's method approach

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserChiara Amorino (Université du Luxembourg).

HouseExternal.

ClockThursday 25 April 2024, 14:30-15:15

Isaac Newton Institute Seminar Series

Emergence of heavy tails in homogenised stochastic gradient descent

TMLW02 - SGD: stability, momentum acceleration and heavy tails

UserMartin Keller-ressel (Technische Universität Dresden).

HouseExternal.

ClockThursday 25 April 2024, 15:15-16:00

Isaac Newton Institute Seminar Series

Welcome and Introduction

OFBW65 - Connecting Heavy Tails and Differential Privacy in Machine Learning

UserJorge Gonzalez-Cazares (National Autonomous University of Mexico (UNAM), IIMAS), Sofia Sanz Del Pino (Isaac Newton Institute).

HouseExternal.

ClockFriday 26 April 2024, 10:30-10:40

Isaac Newton Institute Seminar Series

Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD

OFBW65 - Connecting Heavy Tails and Differential Privacy in Machine Learning

UserUmut Simsekli (INRIA).

HouseExternal.

ClockFriday 26 April 2024, 10:40-11:20

Isaac Newton Institute Seminar Series

Refreshment break

OFBW65 - Connecting Heavy Tails and Differential Privacy in Machine Learning

User.

HouseExternal.

ClockFriday 26 April 2024, 11:20-11:35

Isaac Newton Institute Seminar Series

Generative Modelling Under Differential Privacy

OFBW65 - Connecting Heavy Tails and Differential Privacy in Machine Learning

UserSahra Ghalebikesabi (Google).

HouseExternal.

ClockFriday 26 April 2024, 11:35-12:15

Isaac Newton Institute Seminar Series

Lunch

OFBW65 - Connecting Heavy Tails and Differential Privacy in Machine Learning

User.

HouseExternal.

ClockFriday 26 April 2024, 12:15-13:00

Isaac Newton Institute Seminar Series

Moderated discussion: Heavy tails and clipping: benefits and difficulties.

OFBW65 - Connecting Heavy Tails and Differential Privacy in Machine Learning

UserHao Ni (University College London).

HouseExternal.

ClockFriday 26 April 2024, 13:00-13:35

Isaac Newton Institute Seminar Series

Enhancing Collaborative Medical Outcomes through Private Synthetic Hypercube Augmentation: PriSHA

OFBW65 - Connecting Heavy Tails and Differential Privacy in Machine Learning

UserShinpei Nakamura (Yale University).

HouseExternal.

ClockFriday 26 April 2024, 13:35-14:15

Isaac Newton Institute Seminar Series

Refreshment break

OFBW65 - Connecting Heavy Tails and Differential Privacy in Machine Learning

User.

HouseExternal.

ClockFriday 26 April 2024, 14:15-14:30

Isaac Newton Institute Seminar Series

Privacy Properties of Discrete Diffusion Models

OFBW65 - Connecting Heavy Tails and Differential Privacy in Machine Learning

UserVamsi Potluru (JP Morgan).

HouseExternal.

ClockFriday 26 April 2024, 14:30-15:10

Isaac Newton Institute Seminar Series

Moderated discussion: Differential privacy: strategies, benefits and limitations

OFBW65 - Connecting Heavy Tails and Differential Privacy in Machine Learning

UserBikramjit Das (Singapore University of Technology and Design).

HouseExternal.

ClockFriday 26 April 2024, 15:10-15:45

Isaac Newton Institute Seminar Series

Final Remarks and Close

OFBW65 - Connecting Heavy Tails and Differential Privacy in Machine Learning

UserJorge Gonzalez-Cazares (National Autonomous University of Mexico (UNAM), IIMAS).

HouseExternal.

ClockFriday 26 April 2024, 15:45-16:00

Isaac Newton Institute Seminar Series

Director and organiser welcome at Churchill College

SSDW02 - Stochastic reflection

User.

HouseExternal.

ClockMonday 05 August 2024, 09:45-10:00

Isaac Newton Institute Seminar Series

On convergence to obliquely reflected Brownian motion in the quarter plane

SSDW02 - Stochastic reflection

UserRami Atar (Technion - Israel Institute of Technology).

HouseExternal.

ClockMonday 05 August 2024, 10:00-11:00

Isaac Newton Institute Seminar Series

TBA

SSDW02 - Stochastic reflection

UserMaria Vlasiou (Universiteit Twente).

HouseExternal.

ClockMonday 05 August 2024, 11:30-12:30

Isaac Newton Institute Seminar Series

Lightning Session

SSDW02 - Stochastic reflection

User.

HouseExternal.

ClockMonday 05 August 2024, 14:00-15:00

Isaac Newton Institute Seminar Series

Welcome Wine Reception and Poster Session

SSDW02 - Stochastic reflection

User.

HouseExternal.

ClockMonday 05 August 2024, 16:30-17:30

Isaac Newton Institute Seminar Series

TBA

SSDW02 - Stochastic reflection

UserSandro Franceschi (Institut polytechnique de Paris).

HouseExternal.

ClockTuesday 06 August 2024, 09:00-10:00

Isaac Newton Institute Seminar Series

Numerically Solving Diffusion Control and Queueing Control Problems Based on Neural Networks

SSDW02 - Stochastic reflection

UserNian Si (University of Chicago).

HouseExternal.

ClockTuesday 06 August 2024, 10:00-11:00

Isaac Newton Institute Seminar Series

TBA

SSDW02 - Stochastic reflection

UserSara Mazzonetto (Université de Lorraine).

HouseExternal.

ClockTuesday 06 August 2024, 14:00-15:00

Isaac Newton Institute Seminar Series

TBA

SSDW02 - Stochastic reflection

UserPierre Yves Gaudreau lamarre (Syracuse University).

HouseExternal.

ClockWednesday 07 August 2024, 09:00-10:00

Isaac Newton Institute Seminar Series

TBA

SSDW02 - Stochastic reflection

UserCristina Costantini (Università degli Studi di Chieti-Pescara).

HouseExternal.

ClockWednesday 07 August 2024, 10:00-11:00

Isaac Newton Institute Seminar Series

TBA

SSDW02 - Stochastic reflection

UserHelene Guerin (UQAM - Université du Québec à Montréal).

HouseExternal.

ClockThursday 08 August 2024, 09:00-10:00

Isaac Newton Institute Seminar Series

Flows generated by stochastic differential equations with reflection

SSDW02 - Stochastic reflection

UserAndrey Pilipenko (National Academy of Sciences of Ukraine).

HouseExternal.

ClockThursday 08 August 2024, 10:00-11:00

Isaac Newton Institute Seminar Series

Simple nonlinear PDEs inspired by billiards

SSDW02 - Stochastic reflection

UserKrzysztof Burdzy (University of Washington).

HouseExternal.

ClockThursday 08 August 2024, 11:30-12:30

Isaac Newton Institute Seminar Series

Lightning Session

SSDW02 - Stochastic reflection

User.

HouseExternal.

ClockThursday 08 August 2024, 15:30-16:30

Isaac Newton Institute Seminar Series

TBA

SSDW02 - Stochastic reflection

UserTomoyuki Ichiba (University of California, Santa Barbara).

HouseExternal.

ClockFriday 09 August 2024, 09:00-10:00

Isaac Newton Institute Seminar Series

TBA

SSDW02 - Stochastic reflection

UserGregory Schehr (CNRS (Centre national de la recherche scientifique)).

HouseExternal.

ClockFriday 09 August 2024, 10:00-11:00

Isaac Newton Institute Seminar Series

TBA

SSDW02 - Stochastic reflection

UserKavita Ramanan (Brown University).

HouseExternal.

ClockFriday 09 August 2024, 15:00-16:00

Isaac Newton Institute Seminar Series

Welcome & Introduction

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

UserMike Cates (University of Cambridge), Clare Merritt (Newton Gateway to Mathematics).

HouseExternal.

ClockWednesday 11 September 2024, 13:00-13:10

Isaac Newton Institute Seminar Series

Non-local Colloidal Diffusiophoresis in Crossed Salt Gradients: An 'action at a distance' Effect Predicted by the Nernst-Planck Equations

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

UserPatrick Warren (Science and Technology Facilities Council (STFC)).

HouseExternal.

ClockWednesday 11 September 2024, 13:10-13:50

Isaac Newton Institute Seminar Series

TBC

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

UserWilliam Jacobs (Princeton University).

HouseExternal.

ClockWednesday 11 September 2024, 13:50-14:30

Isaac Newton Institute Seminar Series

Unveiling the Diversity-Stability Bound in Large Ecological Communities

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

UserAda Altieri (Université Paris Cité).

HouseExternal.

ClockWednesday 11 September 2024, 14:50-15:30

Isaac Newton Institute Seminar Series

TBC

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

UserLyderic Bocquet (Université PSL).

HouseExternal.

ClockWednesday 11 September 2024, 15:30-16:10

Isaac Newton Institute Seminar Series

Dynamics of Ions in Confinement

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

UserMonica Olvera de la Cruz (Northwestern University).

HouseExternal.

ClockWednesday 11 September 2024, 16:10-16:50

Isaac Newton Institute Seminar Series

TBC

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

User.

HouseExternal.

ClockWednesday 11 September 2024, 16:50-17:30

Isaac Newton Institute Seminar Series

Circuits of Microfluidic Memristors: Computing with Aqueous Electrolytes

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

UserRené van Roij (Universiteit Utrecht).

HouseExternal.

ClockThursday 12 September 2024, 09:15-09:55

Isaac Newton Institute Seminar Series

TBC

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

UserBenno Liebchen (Technische Universität Darmstadt).

HouseExternal.

ClockThursday 12 September 2024, 09:55-10:35

Isaac Newton Institute Seminar Series

TBC

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

UserEva Kanso (University of Southern California).

HouseExternal.

ClockThursday 12 September 2024, 10:35-11:15

Isaac Newton Institute Seminar Series

Life at Low Coasting Number

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

UserDaniel Goldman (Georgia Institute of Technology).

HouseExternal.

ClockThursday 12 September 2024, 11:35-12:15

Isaac Newton Institute Seminar Series

TBC

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

User.

HouseExternal.

ClockThursday 12 September 2024, 12:15-12:55

Isaac Newton Institute Seminar Series

TBC

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

User.

HouseExternal.

ClockThursday 12 September 2024, 13:55-14:25

Isaac Newton Institute Seminar Series

TBC

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

User.

HouseExternal.

ClockThursday 12 September 2024, 14:25-14:55

Isaac Newton Institute Seminar Series

TBC

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

User.

HouseExternal.

ClockThursday 12 September 2024, 14:55-15:25

Isaac Newton Institute Seminar Series

TBC

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

User.

HouseExternal.

ClockThursday 12 September 2024, 15:25-15:55

Isaac Newton Institute Seminar Series

Tea and Coffee, and Posters

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

User.

HouseExternal.

ClockThursday 12 September 2024, 15:55-16:15

Isaac Newton Institute Seminar Series

Elevator Pitches

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

User.

HouseExternal.

ClockThursday 12 September 2024, 16:15-17:05

Isaac Newton Institute Seminar Series

Polymers Under Extreme Nanoconfinement

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

UserDaeyeon Lee (University of Pennsylvania).

HouseExternal.

ClockFriday 13 September 2024, 09:15-09:55

Isaac Newton Institute Seminar Series

TBC

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

UserPaul Clegg (University of Edinburgh).

HouseExternal.

ClockFriday 13 September 2024, 09:55-10:35

Isaac Newton Institute Seminar Series

TBC

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

UserFrancoise Brochard-Wyart (Institut Curie).

HouseExternal.

ClockFriday 13 September 2024, 10:35-11:15

Isaac Newton Institute Seminar Series

Round Table Discussion

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

User.

HouseExternal.

ClockFriday 13 September 2024, 11:35-12:05

Isaac Newton Institute Seminar Series

Wrap-up

TGM139 - 8th Edwards Symposium – Statistical Physics of Soft and Multicomponent Systems

User.

HouseExternal.

ClockFriday 13 September 2024, 12:05-12:15

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