Videos

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Po-Lun Ma - Encoding microphysics in Earth system modeling with artificial intelligence Thumbnail

Po-Lun Ma - Encoding microphysics in Earth system modeling with artificial intelligence

Presenter
  • Po-Lun Ma
February 5, 2026
IPAM
Advances in Probabilistic Generative Modeling for Scientific Machine Learning Thumbnail

Advances in Probabilistic Generative Modeling for Scientific Machine Learning

Presenter
  • Fei Sha
June 11, 2025
IMSI
FAIR Universe: Benchmarks for Systematics-Aware Machine Learning in Particle Physics and Cosmology Thumbnail

FAIR Universe: Benchmarks for Systematics-Aware Machine Learning in Particle Physics and Cosmology

Presenter
  • Po-Wen Chang
May 20, 2025
IMSI
Randomization, Neutrality, and Fairness: "Fair Division of Indivisibles" Thumbnail

Randomization, Neutrality, and Fairness: "Fair Division of Indivisibles"

Presenter
  • Ruta Mehta
October 25, 2023
SLMath

Reduced label complexity for tight linear regression

Presenter
  • Alex Gittens
June 29, 2023
ICERM
Michele Ceriotti - Machine learning for atomic-scale modeling - potentials and beyond - IPAM at UCLA Thumbnail

Michele Ceriotti - Machine learning for atomic-scale modeling - potentials and beyond - IPAM at UCLA

Presenter
  • Michele Ceriotti
May 3, 2023
IPAM
Gabor Csányi - Machine learning potentials: from polynomials to message passing networks Thumbnail

Gabor Csányi - Machine learning potentials: from polynomials to message passing networks

Presenter
  • Gabor Csányi
April 17, 2023
IPAM
Michael Scherbela - High accuracy wavefunctions using deep-learning-based variational Monte Carlo Thumbnail

Michael Scherbela - High accuracy wavefunctions using deep-learning-based variational Monte Carlo

Presenter
  • Michael Scherbela
May 27, 2022
IPAM
Eran Rabani - Stochastic Density Functional Theory Thumbnail

Eran Rabani - Stochastic Density Functional Theory

Presenter
  • Eran Rabani
May 23, 2022
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

New Algorithms for Similarity Search in High Dimensions

Presenter
  • Piotr Indyk
September 15, 2016
IMA
Verification and Validation for Trustworthy Scientific Machine Learning Thumbnail

Verification and Validation for Trustworthy Scientific Machine Learning

Presenter
  • Lorena A.
March 4, 2025
IMSI