Videos

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Explicit constructions of point sets and sequences with low discrepancy

Presenter
  • Josef Dick
October 30, 2014
ICERM

Mathematics of Neural Nets: Random Matrices, Multiscale and Stability - Lunch Seminar

Presenter
  • Leonid Berlyand
October 5, 2023
ICERM
What 2-layer neural nets can we optimize? Thumbnail

What 2-layer neural nets can we optimize?

Presenter
  • Rong Ge
October 15, 2019
IAS
Understanding Neural Nets in Function Space Thumbnail

Understanding Neural Nets in Function Space

Presenter
  • Ankit Patel
September 26, 2019
IPAM
Periodic Geodesics and Geodesic Nets on Riemannian Manifolds Thumbnail

Periodic Geodesics and Geodesic Nets on Riemannian Manifolds

Presenter
  • Regina Rotman
March 5, 2019
IAS
On weak epsilon nets and the Radon number Thumbnail

On weak epsilon nets and the Radon number

Presenter
  • Shay Moran
October 4, 2017
IAS

Coloured Petri Nets for Multiscale Systems Biology

Presenter
  • Monika Heiner
May 9, 2012
MBI
An empirical look at generalization in neural nets Thumbnail

An empirical look at generalization in neural nets

Presenter
  • Tom Goldstein
April 22, 2020
IPAM
Robust Estimation and Generative Adversarial Nets Thumbnail

Robust Estimation and Generative Adversarial Nets

Presenter
  • Chao Gao
May 3, 2019
IPAM

Collapse of deep and narrow neural nets

Presenters
  • Lu Lu
  • Yeonjong Shin
January 28, 2019
ICERM
A mean-field theory of lazy training in two-layer neural nets: entropic regularization and controlled McKean-Vlasov dynamics Thumbnail

A mean-field theory of lazy training in two-layer neural nets: entropic regularization and controlled McKean-Vlasov dynamics

Presenter
  • Maxim Raginsky
April 21, 2020
IPAM
Momentum in Stochastic Gradient Descent and Deep Neural Nets Thumbnail

Momentum in Stochastic Gradient Descent and Deep Neural Nets

Presenter
  • Bao Wang
January 29, 2020
IPAM