Videos

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Functions with average smoothness: structure, algorithms, and learning Thumbnail

Functions with average smoothness: structure, algorithms, and learning

Presenter
  • Aryeh Kontorovich
April 12, 2021
IMSI
High Performance Computing and Data science interfaces to predict, control and understand Fluid Mechanics Thumbnail

High Performance Computing and Data science interfaces to predict, control and understand Fluid Mechanics

Presenter
  • Petros Koumoutsakos
November 8, 2018
IPAM
David Bortz - Weak form SciML for Learning Models on Different Scales - IPAM at UCLA Thumbnail

David Bortz - Weak form SciML for Learning Models on Different Scales - IPAM at UCLA

Presenter
  • David Bortz
October 7, 2025
IPAM
Steps towards more human-like learning in machines Thumbnail

Steps towards more human-like learning in machines

Presenter
  • Josh Tenenbaum
April 16, 2020
IAS
Covariant neural network architectures for learning physics Thumbnail

Covariant neural network architectures for learning physics

Presenter
  • Risi Kondor
November 18, 2019
IPAM
Coordinates, governing equations and limits of model discovery Thumbnail

Coordinates, governing equations and limits of model discovery

Presenter
  • J. Nathan Kutz
October 16, 2019
IPAM
The Convergence of Big Data and Extreme Simulation Thumbnail

The Convergence of Big Data and Extreme Simulation

Presenter
  • David Keyes
September 24, 2018
IPAM
On the Communication Complexity of Classification Problems Thumbnail

On the Communication Complexity of Classification Problems

Presenter
  • Roi Livni
February 27, 2018
IAS
Two Distributed Optimization Algorithms for Machine Learning Thumbnail

Two Distributed Optimization Algorithms for Machine Learning

Presenter
  • Yingyu Liang
February 25, 2015
IMA
Aidan Thompson - LAMMPS simulation: physics models, machine-learning potentials, exascale computing Thumbnail

Aidan Thompson - LAMMPS simulation: physics models, machine-learning potentials, exascale computing

Presenter
  • Aidan Thompson
March 27, 2023
IPAM
Automatic Differentiation, PyTorch and Graph Neural Networks Thumbnail

Automatic Differentiation, PyTorch and Graph Neural Networks

Presenter
  • Soumith Chintala
May 20, 2019
IPAM
Structured embedding spaces for 3D shape completion and synthesis Thumbnail

Structured embedding spaces for 3D shape completion and synthesis

Presenter
  • Anastasia Dubrovina
May 3, 2019
IPAM