Videos

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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
Energy-based Approaches to Representation Learning Thumbnail

Energy-based Approaches to Representation Learning

Presenter
  • Yann LeCun
October 16, 2019
IAS
On Large Deviation Principles for Large Neural Networks Thumbnail

On Large Deviation Principles for Large Neural Networks

Presenter
  • Joan Bruna
October 16, 2019
IAS
Neural Models for Speech and Language: Successes, Challenges, and the Relationship to Computational Models of the Brain Thumbnail

Neural Models for Speech and Language: Successes, Challenges, and the Relationship to Computational Models of the Brain

Presenter
  • Michael Collins
October 16, 2019
IAS
On the Connection between Neural Networks and Kernels: a Modern Perspective Thumbnail

On the Connection between Neural Networks and Kernels: a Modern Perspective

Presenter
  • Simon Du
October 16, 2019
IAS
From Classical Statistics to Modern ML: the Lessons of Deep Learning Thumbnail

From Classical Statistics to Modern ML: the Lessons of Deep Learning

Presenter
  • Mikhail Belkin
October 16, 2019
IAS