Videos

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Mathematical aspects of equivariant neural networks Thumbnail

Mathematical aspects of equivariant neural networks

Presenter
  • Risi Kondor
December 11, 2023
IMSI
Gero Friesecke - Fast algorithm for the strong-interaction limit of density functional theory Thumbnail

Gero Friesecke - Fast algorithm for the strong-interaction limit of density functional theory

Presenter
  • Gero Friesecke
March 29, 2022
IPAM
Jarrod McClean - Dequantization and quantum advantage in learning from experiments Thumbnail

Jarrod McClean - Dequantization and quantum advantage in learning from experiments

Presenter
  • Jarrod McClean
January 25, 2022
IPAM
Learning of neural networks w/ quantum computers & learning of quantum states with graphical models Thumbnail

Learning of neural networks w/ quantum computers & learning of quantum states with graphical models

October 16, 2023
IPAM
Interpretability and explainability from a causal lens Thumbnail

Interpretability and explainability from a causal lens

Presenter
  • Judea Pearl
October 16, 2019
IPAM
Max Kleiman-Weiner - Multi-Agent Common Sense Thumbnail

Max Kleiman-Weiner - Multi-Agent Common Sense

Presenter
  • Max Kleiman-Weiner
February 16, 2022
IPAM
Sanjoy Dasgupta - Neural machines: From fruit flies to embedded devices - IPAM at UCLA Thumbnail

Sanjoy Dasgupta - Neural machines: From fruit flies to embedded devices - IPAM at UCLA

Presenter
  • Sanjoy Dasgupta
November 4, 2024
IPAM
Large Scale Kriging by Substituting Optimization for Inversion Thumbnail

Large Scale Kriging by Substituting Optimization for Inversion

Presenter
  • Matthew Plumlee
September 1, 2022
IMSI
Daniel Schwen - MOOSE: Parallel sampling for rare event probabilities & inverse Bayesian inference Thumbnail

Daniel Schwen - MOOSE: Parallel sampling for rare event probabilities & inverse Bayesian inference

Presenter
  • Daniel Schwen
March 30, 2023
IPAM
Machine-learning of long-range, non-bonded interactions Thumbnail

Machine-learning of long-range, non-bonded interactions

Presenter
  • Michele Ceriotti
April 10, 2024
IMSI
Machine Learning Thumbnail

Machine Learning

Presenter
  • Surya Ganguli
October 18, 2019
IAS
Machine Learning of Quantum Chemical Space Thumbnail

Machine Learning of Quantum Chemical Space

Presenter
  • Alexandre Tkatchenko
September 23, 2019
IPAM