Videos

Start date cannot be after end date.
Overcoming gradient pathologies in constrained neural networks Thumbnail

Overcoming gradient pathologies in constrained neural networks

Presenter
  • Paris Perdikaris
October 29, 2019
IPAM
Furstenberg sets in finite fields Thumbnail

Furstenberg sets in finite fields

Presenter
  • Zeev Dvir
October 28, 2019
IAS
Viscosity Limits for 0th order operators Thumbnail

Viscosity Limits for 0th order operators

Presenter
  • Maciej Zworski
October 15, 2019
SLMath
Why Deep Learning Works: Heavy-Tailed Random Matrix Theory as an Example of Physics Informed Machine Learning Thumbnail

Why Deep Learning Works: Heavy-Tailed Random Matrix Theory as an Example of Physics Informed Machine Learning

Presenter
  • Michael Mahoney
October 14, 2019
IPAM
Solving Quantum Many-Body Problems with Deep Neural Networks Thumbnail

Solving Quantum Many-Body Problems with Deep Neural Networks

Presenter
  • Han Pu
September 27, 2019
IPAM
Deep Generative Models for Molecular Graphs Thumbnail

Deep Generative Models for Molecular Graphs

Presenter
  • Nicola De Cao
September 24, 2019
IPAM
Magical Nilpotents and Higher Teichmuller Spaces Thumbnail

Magical Nilpotents and Higher Teichmuller Spaces

Presenter
  • Brian Collier
August 23, 2019
SLMath
Maximal Representations, Real Spectrum, and Harmonic Maps Thumbnail

Maximal Representations, Real Spectrum, and Harmonic Maps

Presenter
  • Marc Burger
August 23, 2019
SLMath
Symmetries of Cosmological Cauchy Horizons with Non-Closed Orbits Thumbnail

Symmetries of Cosmological Cauchy Horizons with Non-Closed Orbits

Presenter
  • Jim Isenberg
June 13, 2019
IAS
The inviscid limit for the Navier-Stokes equations with data analytic only near the boundary Thumbnail

The inviscid limit for the Navier-Stokes equations with data analytic only near the boundary

Presenter
  • Fei Wang
May 30, 2019
IAS
Automatic Differentiation, PyTorch and Graph Neural Networks Thumbnail

Automatic Differentiation, PyTorch and Graph Neural Networks

Presenter
  • Soumith Chintala
May 20, 2019
IPAM
Robust Estimation and Generative Adversarial Nets Thumbnail

Robust Estimation and Generative Adversarial Nets

Presenter
  • Chao Gao
May 3, 2019
IPAM