Videos

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Variational approximation of dynamical systems using machine learning Thumbnail

Variational approximation of dynamical systems using machine learning

Presenter
  • Frank Noé
February 11, 2019
IPAM
Jiajia Yu - Learning and Inference in Mean-Field Games - IPAM at UCLA Thumbnail

Jiajia Yu - Learning and Inference in Mean-Field Games - IPAM at UCLA

Presenter
  • Jiajia Yu
July 16, 2025
IPAM
A Blueprint of Standardized and Composable Machine Learning Thumbnail

A Blueprint of Standardized and Composable Machine Learning

Presenter
  • Eric Xing
August 6, 2020
IAS
Steps towards more human-like learning in machines Thumbnail

Steps towards more human-like learning in machines

Presenter
  • Josh Tenenbaum
April 16, 2020
IAS
Jun Cheng - AI acceleration of AIMD simulation of electrochemical interfaces - IPAM at UCLA Thumbnail

Jun Cheng - AI acceleration of AIMD simulation of electrochemical interfaces - IPAM at UCLA

Presenter
  • Jun Cheng
October 27, 2025
IPAM
Latent Variable Gaussian Process (LVGP) for Adaptive, Interpretable, and Multi-Fidelity Design of Emerging Materials and Structures Thumbnail

Latent Variable Gaussian Process (LVGP) for Adaptive, Interpretable, and Multi-Fidelity Design of Emerging Materials and Structures

Presenter
  • Wei Chen
April 1, 2025
IMSI
Hsin-Yuan (Robert) Huang - Learning to predict arbitrary quantum processes - IPAM at UCLA Thumbnail

Hsin-Yuan (Robert) Huang - Learning to predict arbitrary quantum processes - IPAM at UCLA

Presenter
  • Hsin-Yuan Huang
October 18, 2023
IPAM
Computational methods for mean-field games (Part 2) Thumbnail

Computational methods for mean-field games (Part 2)

Presenter
  • Levon Nurbekyan
March 12, 2020
IPAM
Computational methods for mean-field games (Part 1) Thumbnail

Computational methods for mean-field games (Part 1)

Presenter
  • Levon Nurbekyan
March 12, 2020
IPAM
Visualization & matching for graphs and data Thumbnail

Visualization & matching for graphs and data

Presenter
  • Tony Jebara
October 29, 2008
IMA
Generative Bayesian Optimization for Structured Design Thumbnail

Generative Bayesian Optimization for Structured Design

Presenter
  • Natalie Maus
April 2, 2025
IMSI
Deep Geometric Matrix Completion: a Geometric Deep Learning approach to Recommender Systems Thumbnail

Deep Geometric Matrix Completion: a Geometric Deep Learning approach to Recommender Systems

Presenter
  • Federico Monti
February 7, 2018
IPAM