Videos

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Learning Representations Using Causal Invariance Thumbnail

Learning Representations Using Causal Invariance

Presenter
  • Leon Bottou
October 17, 2019
IAS
Understanding the inductive bias due to dropout Thumbnail

Understanding the inductive bias due to dropout

Presenter
  • Raman Arora
October 17, 2019
IAS
Interpreting Deep Neural Networks Thumbnail

Interpreting Deep Neural Networks

Presenter
  • Bin Yu
October 17, 2019
IAS
Designing Explicit Regularizers for Deep Models Thumbnail

Designing Explicit Regularizers for Deep Models

Presenter
  • Tengyu Ma
October 17, 2019
IAS
Spotlight Talks Thumbnail

Spotlight Talks

Presenter
  • Various Various
October 17, 2019
IAS
Kernel and Rich Regimes in Deep Learning Thumbnail

Kernel and Rich Regimes in Deep Learning

Presenter
  • Nati Srebro
October 17, 2019
IAS
Spotlight talks Thumbnail

Spotlight talks

Presenter
  • Various Various
October 17, 2019
IAS
Provably Efficient Reinforcement Learning with Linear Function Approximation Thumbnail

Provably Efficient Reinforcement Learning with Linear Function Approximation

Presenter
  • Chi Jin
October 17, 2019
IAS
Structured Deep Generative Models Thumbnail

Structured Deep Generative Models

Presenter
  • Adji Bousso Dieng
October 16, 2019
IPAM
Interpretability and explainability from a causal lens Thumbnail

Interpretability and explainability from a causal lens

Presenter
  • Judea Pearl
October 16, 2019
IPAM
Learning structured models of physics Thumbnail

Learning structured models of physics

Presenter
  • Peter Battaglia
October 16, 2019
IPAM
Accelerating Scientific Discovery through Interpretable Machine Learning and Intelligent Experimentation Thumbnail

Accelerating Scientific Discovery through Interpretable Machine Learning and Intelligent Experimentation

Presenter
  • Peter Frazier
October 16, 2019
IPAM