Videos

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From Dynamics to Algorithms for Optimization and Sampling

Presenter
  • Andre Wibisono
June 24, 2024
ICERM
Randomization, Neutrality, and Fairness: "Sampling, Optimization, and Evaluating Tradeoffs in Redistricting" Thumbnail

Randomization, Neutrality, and Fairness: "Sampling, Optimization, and Evaluating Tradeoffs in Redistricting"

Presenter
  • Daryl DeFord
October 26, 2023
SLMath
Introductory Workshop: Algorithms, Fairness, and Equity: "Estimating and Controlling for Fairness via Sensitive Attribute Predictors" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "Estimating and Controlling for Fairness via Sensitive Attribute Predictors"

Presenter
  • Jeremias Sulam
August 30, 2023
SLMath

Representation equivalent Neural Operators

Presenter
  • Rima Alaifari
June 7, 2023
ICERM
Patrick Riley - Symbolic Regression for Discovery of a DFT Functional - IPAM at UCLA Thumbnail

Patrick Riley - Symbolic Regression for Discovery of a DFT Functional - IPAM at UCLA

Presenter
  • Patrick Riley
January 23, 2023
IPAM
Lucas Wagner - Compact representations of excited states from QMC, as data for low-energy models Thumbnail

Lucas Wagner - Compact representations of excited states from QMC, as data for low-energy models

Presenter
  • Lucas Wagner
May 26, 2022
IPAM
Andrea Tirelli - Monte Carlo and Machine Learning Approaches in Quantum Mechanics - IPAM at UCLA Thumbnail

Andrea Tirelli - Monte Carlo and Machine Learning Approaches in Quantum Mechanics - IPAM at UCLA

Presenter
  • Andrea Tirelli
May 25, 2022
IPAM
A Machine Learning Application in Multi-Messenger Astrophysics Thumbnail

A Machine Learning Application in Multi-Messenger Astrophysics

Presenter
  • Irene Di Palma
October 7, 2021
IPAM
Chasing the Long Tail: What Neural Networks Memorize and Why Thumbnail

Chasing the Long Tail: What Neural Networks Memorize and Why

Presenter
  • Vitaly Feldman
April 14, 2021
IMSI
Benign overfitting Thumbnail

Benign overfitting

Presenter
  • Peter Bartlett
April 12, 2021
IMSI
Tradeoffs between Robustness and Accuracy Thumbnail

Tradeoffs between Robustness and Accuracy

Presenter
  • Percy Liang
April 16, 2020
IAS
Understanding machine learning via exactly solvable statistical physics models Thumbnail

Understanding machine learning via exactly solvable statistical physics models

Presenter
  • Lenka Zdeborova
November 18, 2019
IPAM