Videos

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Yuanqi Du - Bridging Non-equilibrium Simulation and Probabilistic Machine Learning - IPAM at UCLA Thumbnail

Yuanqi Du - Bridging Non-equilibrium Simulation and Probabilistic Machine Learning - IPAM at UCLA

Presenter
  • Yuanqi Du
July 16, 2025
IPAM
Bridging Scales in Materials Modeling With Occam-Shaved Machine Learning Thumbnail

Bridging Scales in Materials Modeling With Occam-Shaved Machine Learning

Presenter
  • Luca Ghiringhelli
March 29, 2024
IMSI
Causal Representation Learning: Discovery of the Hidden World Thumbnail

Causal Representation Learning: Discovery of the Hidden World

Presenter
  • Kun Zhang
October 10, 2023
IMSI
The Signature and Natural Slope of Hyperbolic Knots Thumbnail

The Signature and Natural Slope of Hyperbolic Knots

Presenter
  • Marc Lackenby
March 30, 2022
IAS
Combinatorial Invariance: a Case Study of Pure Math / Machine Learning Interaction Thumbnail

Combinatorial Invariance: a Case Study of Pure Math / Machine Learning Interaction

Presenter
  • Geordie Williamson
March 28, 2022
IAS
Establishing trust in decisions made from data: Physics-informed machine-learning models with computable generalization bounds Thumbnail

Establishing trust in decisions made from data: Physics-informed machine-learning models with computable generalization bounds

Presenter
  • Benjamin Peherstorfer
March 2, 2022
IMSI
Non-astrophysical transients in LIGO detectors: help with machine learning techniques Thumbnail

Non-astrophysical transients in LIGO detectors: help with machine learning techniques

Presenter
  • Gabriela González
November 29, 2021
IPAM
Recent Advances in Topology-Based Graph Classification Thumbnail

Recent Advances in Topology-Based Graph Classification

Presenter
  • Bastian Rieck
April 30, 2021
IMSI
The Here-to-Stay Roles of Big Data and Machine Learning Thumbnail

The Here-to-Stay Roles of Big Data and Machine Learning

Presenter
  • Tanya Beder
April 27, 2017
IPAM
The Entropic Barrier: A Simple and Optimal Universal Self-Concordant Barrier Thumbnail

The Entropic Barrier: A Simple and Optimal Universal Self-Concordant Barrier

Presenter
  • Sébastien Bubeck
February 25, 2015
IMA
Boosting and Low-rank Thumbnail

Boosting and Low-rank

Presenter
  • Bin Yu
June 24, 2013
IMA
Learning to Solve Inverse Problems in Imaging Thumbnail

Learning to Solve Inverse Problems in Imaging

Presenter
  • Rebecca Willett
April 23, 2020
IPAM