Videos

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ML Without Unnecessary Harm: Blind Pareto Fairness and Subgroup Robustness

Presenter
  • Guillermo Sapiro
July 6, 2021
ICERM
Benign overfitting Thumbnail

Benign overfitting

Presenter
  • Peter Bartlett
April 12, 2021
IMSI
Can We Really Use Machine Learning in Safety Critical Systems? Thumbnail

Can We Really Use Machine Learning in Safety Critical Systems?

Presenter
  • Richard Murray
February 27, 2020
IPAM
Flexible machine learning approaches for computer-assisted surgery Thumbnail

Flexible machine learning approaches for computer-assisted surgery

Presenter
  • Tom Vercauteren
January 30, 2020
IPAM
Deep Learning: Triangle Machine Learning Day - Active Learning for Probabilistic Record Linkage, Ted Enamorado Thumbnail

Deep Learning: Triangle Machine Learning Day - Active Learning for Probabilistic Record Linkage, Ted Enamorado

September 20, 2019
SAMSI
A consistent algorithmic framework for structured machine learning Thumbnail

A consistent algorithmic framework for structured machine learning

Presenter
  • Lorenzo Rosasco
April 29, 2019
IPAM
Everything you wanted to know about machine learning but didn't know whom to ask Thumbnail

Everything you wanted to know about machine learning but didn't know whom to ask

Presenter
  • Sanjeev Arora
November 27, 2017
IAS
Utilizing machine learning to accelerate computational catalyst search Thumbnail

Utilizing machine learning to accelerate computational catalyst search

Presenter
  • Thomas Bliggard
December 8, 2016
IPAM
Using Machine-Learning to Create Predictive Material Property Models Thumbnail

Using Machine-Learning to Create Predictive Material Property Models

Presenter
  • Chris Wolverton
September 26, 2016
IPAM
Boosting and Low-rank Thumbnail

Boosting and Low-rank

Presenter
  • Bin Yu
June 24, 2013
IMA
Spectral and geometric methods in learning Thumbnail

Spectral and geometric methods in learning

Presenter
  • Misha Belkin
October 28, 2008
IMA
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