Videos

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Stochastic gradient descent for noise with ML-type scaling

Presenter
  • Stephan Wojtowytsch
July 9, 2021
ICERM
Tensor-train decomposition and its applications in machine learning Thumbnail

Tensor-train decomposition and its applications in machine learning

Presenter
  • Ivan Oseledets
April 21, 2021
IPAM
Statistical and Machine Learning Methods Applied to the Prediction of Tropical Rainfall Thumbnail

Statistical and Machine Learning Methods Applied to the Prediction of Tropical Rainfall

Presenter
  • Mikyoung Jun
March 5, 2021
IMSI
What happens on the fat-tail of high climate sensitivity? Thumbnail

What happens on the fat-tail of high climate sensitivity?

Presenter
  • Raymond Pierrehumbert
March 5, 2021
IMSI
Norm stability in the unitary case from Voiculescu to Gromov-Lawson Thumbnail

Norm stability in the unitary case from Voiculescu to Gromov-Lawson

Presenter
  • Shmuel Weinberger
February 24, 2021
IAS
Lagrangian control at large and local scales in mixed autonomy traffic flow Thumbnail

Lagrangian control at large and local scales in mixed autonomy traffic flow

Presenter
  • Alexandre Bayen
November 17, 2020
IPAM
On safe and efficient human-robot interactions via multimodal intent modeling and reachability-based safety assurance Thumbnail

On safe and efficient human-robot interactions via multimodal intent modeling and reachability-based safety assurance

Presenter
  • Marco Pavone
October 29, 2020
IPAM
Mixed Autonomy Traffic: A Reinforcement Learning Perspective Thumbnail

Mixed Autonomy Traffic: A Reinforcement Learning Perspective

Presenter
  • Cathy Wu
October 27, 2020
IPAM
Instance-Hiding Schemes for Private Distributed Learning Thumbnail

Instance-Hiding Schemes for Private Distributed Learning

Presenter
  • Sanjeev Arora
June 25, 2020
IAS
Learning Over-parameterized Neural Networks: From Neural Tangent Kernel to Mean-field Analysis Thumbnail

Learning Over-parameterized Neural Networks: From Neural Tangent Kernel to Mean-field Analysis

Presenter
  • Quanquan Gu
April 23, 2020
IPAM
PDE analysis for sampling dynamics and generative models Thumbnail

PDE analysis for sampling dynamics and generative models

Presenter
  • Jianfeng Lu
April 20, 2020
IPAM
An invitation to invariant theory Thumbnail

An invitation to invariant theory

Presenter
  • Viswambhara Makam
February 18, 2020
IAS