Videos

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Spotlight talks Thumbnail

Spotlight talks

Presenter
  • Various Various
October 16, 2019
IAS
Towards a theoretical foundation of neural networks Thumbnail

Towards a theoretical foundation of neural networks

Presenter
  • Jason Lee
October 16, 2019
IAS
Panel Session Thumbnail

Panel Session

Presenter
  • Various Various
October 16, 2019
IAS
Emergent linguistic structure in deep contextual neural word representations Thumbnail

Emergent linguistic structure in deep contextual neural word representations

Presenter
  • Chris Manning
October 15, 2019
IAS
What 2-layer neural nets can we optimize? Thumbnail

What 2-layer neural nets can we optimize?

Presenter
  • Rong Ge
October 15, 2019
IAS
Asymptotic spectra and Applications II Thumbnail

Asymptotic spectra and Applications II

Presenter
  • Jeroen Zuiddam
October 15, 2019
IAS
Fixing GAN optimization through competitive gradient descent Thumbnail

Fixing GAN optimization through competitive gradient descent

Presenter
  • Anima Anandkumar
October 15, 2019
IAS
Tightening information-theoretic generalization bounds with data-dependent estimates with an application to SGLD Thumbnail

Tightening information-theoretic generalization bounds with data-dependent estimates with an application to SGLD

Presenter
  • Daniel Roy
October 15, 2019
IAS
Spotlight Talks Thumbnail

Spotlight Talks

Presenter
  • Various Various
October 15, 2019
IAS
Is optimization the right language to understand deep learning? Thumbnail

Is optimization the right language to understand deep learning?

Presenter
  • Sanjeev Arora
October 15, 2019
IAS
Spotlight Talks Thumbnail

Spotlight Talks

Presenter
  • Various Various
October 15, 2019
IAS
PAC-Bayesian approaches to understanding generalization in deep learning Thumbnail

PAC-Bayesian approaches to understanding generalization in deep learning

Presenter
  • Karolina Dziugaite Roy
October 15, 2019
IAS