Videos

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Optimization and Dynamical Systems: Variational, Hamiltonian, and Symplectic Perspectives Thumbnail

Optimization and Dynamical Systems: Variational, Hamiltonian, and Symplectic Perspectives

Presenter
  • Michael Jordan
April 20, 2020
IPAM
Structure vs Randomness in Complexity Theory Thumbnail

Structure vs Randomness in Complexity Theory

Presenter
  • Rahul Santhanam
April 20, 2020
IAS
A variational approach to the regularity theory for the Monge-Ampère equation Thumbnail

A variational approach to the regularity theory for the Monge-Ampère equation

Presenter
  • Felix Otto
April 20, 2020
IAS

Welcome and Fast Discovery of Pairwise Interactions in High Dimensions using Bayes

Presenter
  • Tamara Broderick
April 20, 2020
ICERM
New deep neural networks solving non-linear inverse problems Thumbnail

New deep neural networks solving non-linear inverse problems

Presenter
  • Matti Lassas
April 20, 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
Equivariant quantum operations and relations between them Thumbnail

Equivariant quantum operations and relations between them

Presenter
  • Nicholas Wilkins
April 17, 2020
IAS
Steps towards more human-like learning in machines Thumbnail

Steps towards more human-like learning in machines

Presenter
  • Josh Tenenbaum
April 16, 2020
IAS
Tradeoffs between Robustness and Accuracy Thumbnail

Tradeoffs between Robustness and Accuracy

Presenter
  • Percy Liang
April 16, 2020
IAS
Modularity, Attention and Credit Assignment: Efficient information dispatching in neural computations Thumbnail

Modularity, Attention and Credit Assignment: Efficient information dispatching in neural computations

Presenter
  • Anirudh Goyal
April 16, 2020
IAS
The Peculiar Optimization and Regularization Challenges in Multi-Task Learning and Meta-Learning Thumbnail

The Peculiar Optimization and Regularization Challenges in Multi-Task Learning and Meta-Learning

Presenter
  • Chelsea Finn
April 16, 2020
IAS
Deep equilibrium models via monotone operators Thumbnail

Deep equilibrium models via monotone operators

Presenter
  • Zico Kolter
April 16, 2020
IAS