Videos

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Nerve theorems for fixed points of neural networks Thumbnail

Nerve theorems for fixed points of neural networks

Presenter
  • Daniela Egas Santander
May 7, 2021
SLMath
Statistical Frameworks for Mapping 3D Shape Variation onto Genotypic and Phenotypic Variation Thumbnail

Statistical Frameworks for Mapping 3D Shape Variation onto Genotypic and Phenotypic Variation

Presenter
  • Lorin Crawford
April 27, 2021
IMSI
Approximation and learning with tree tensor networks Thumbnail

Approximation and learning with tree tensor networks

Presenter
  • Anthony Nouy
March 30, 2021
IPAM
What happens on the fat-tail of high climate sensitivity? Thumbnail

What happens on the fat-tail of high climate sensitivity?

Presenter
  • Raymond Pierrehumbert
March 5, 2021
IMSI
Astrophysical fluid dynamics Thumbnail

Astrophysical fluid dynamics

Presenter
  • James Stone
February 22, 2021
IAS
Parsimonious structure-exploiting deep neural network surrogates for Bayesian inverse problems and optimal experimental design Thumbnail

Parsimonious structure-exploiting deep neural network surrogates for Bayesian inverse problems and optimal experimental design

Presenter
  • Omar Ghattas
October 7, 2020
IMSI
Large deviations for conservative, stochastic PDE and non-equilibrium fluctuations Thumbnail

Large deviations for conservative, stochastic PDE and non-equilibrium fluctuations

Presenter
  • Benjamin Gess
May 21, 2020
IPAM
Scaling Limits and Stochastic Homogenization Thumbnail

Scaling Limits and Stochastic Homogenization

Presenter
  • Nicolas Dirr
May 20, 2020
IPAM
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
PDE analysis for sampling dynamics and generative models Thumbnail

PDE analysis for sampling dynamics and generative models

Presenter
  • Jianfeng Lu
April 20, 2020
IPAM
Solving Game-Theoretic Hamilton-Jacobi Equations in a Model-Free Way Thumbnail

Solving Game-Theoretic Hamilton-Jacobi Equations in a Model-Free Way

Presenter
  • Kyriakos Vamvoudakis
March 30, 2020
IPAM
High Dimensional PDEs: Theory and Numerical Algorithms Thumbnail

High Dimensional PDEs: Theory and Numerical Algorithms

Presenter
  • Weinan E
March 30, 2020
IPAM