Videos

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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
Solution Concepts for Optimal Feedback Control of Nonlinear Partial Differential Equations Thumbnail

Solution Concepts for Optimal Feedback Control of Nonlinear Partial Differential Equations

Presenter
  • Karl Kunisch
April 1, 2020
IPAM
Some Recent Insights on Transfer Learning Thumbnail

Some Recent Insights on Transfer Learning

Presenter
  • Samory Kpotufe
March 31, 2020
IAS
Gapped condensation in higher categories Thumbnail

Gapped condensation in higher categories

Presenter
  • Theo Johnson-Freyd
March 17, 2020
SLMath
Machine learning with neural networks: the importance of data structure Thumbnail

Machine learning with neural networks: the importance of data structure

Presenter
  • Marc Mezard
November 21, 2019
IPAM
Extreme eigenvalue distributions of sparse random graphs Thumbnail

Extreme eigenvalue distributions of sparse random graphs

Presenter
  • Jiaoyang Huang
November 15, 2019
IAS
Rethinking Control Thumbnail

Rethinking Control

Presenter
  • Elad Hazan
October 2, 2019
IAS
Deep Learning Opening Workshop: Statistical and Computational Guarantees of EM with Random Initialization, Harrison Zhou Thumbnail

Deep Learning Opening Workshop: Statistical and Computational Guarantees of EM with Random Initialization, Harrison Zhou

August 12, 2019
SAMSI
Limit Theorems for PCA Like Analysis on Non-Euclidean Spaces Thumbnail

Limit Theorems for PCA Like Analysis on Non-Euclidean Spaces

Presenter
  • Stephan Huckemann
April 2, 2019
IPAM
Beyond Euclidean Gaussian law: application to the classification task based on Riemannian feature coding Thumbnail

Beyond Euclidean Gaussian law: application to the classification task based on Riemannian feature coding

Presenter
  • Yannick Berthoumieu
April 2, 2019
IPAM
Derived Algebraic Geometry And Its Applications - $K$-theory of division algebras over local fields Thumbnail

Derived Algebraic Geometry And Its Applications - $K$-theory of division algebras over local fields

Presenter
  • Lars Hesselholt
March 29, 2019
SLMath
Derived Algebraic Geometry And Its Applications - Singular support for categories over a scheme Thumbnail

Derived Algebraic Geometry And Its Applications - Singular support for categories over a scheme

Presenter
  • Dmytro Arinkin
March 26, 2019
SLMath