Videos

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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
Do Simpler Models Exist and How Can We Find Them? Thumbnail

Do Simpler Models Exist and How Can We Find Them?

Presenter
  • Cynthia Rudin
April 16, 2020
IAS
Evaluating Lossy Compression Rates of Deep Generative Models Thumbnail

Evaluating Lossy Compression Rates of Deep Generative Models

Presenter
  • Roger Grosse
April 15, 2020
IAS
Interpretability for everyone Thumbnail

Interpretability for everyone

Presenter
  • Been Kim
April 15, 2020
IAS
Generative Modeling by Estimating Gradients of the Data Distribution Thumbnail

Generative Modeling by Estimating Gradients of the Data Distribution

Presenter
  • Stefano Ermon
April 15, 2020
IAS
Iterative Random Forests (iRF) with applications to genomics and precision medicine Thumbnail

Iterative Random Forests (iRF) with applications to genomics and precision medicine

Presenter
  • Bin Yu
April 15, 2020
IAS