Videos

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Introductory Workshop: Algorithms, Fairness, and Equity: "The Complex Systems View of AI Ethics" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "The Complex Systems View of AI Ethics"

Presenter
  • Tina Eliassi-Rad
August 29, 2023
SLMath
Introductory Workshop: Algorithms, Fairness, and Equity: "Included-Variable Bias and Everything but the Kitchen Sink" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "Included-Variable Bias and Everything but the Kitchen Sink"

Presenter
  • Sharad Goel
August 28, 2023
SLMath
Introductory Workshop: Algorithms, Fairness, and Equity: "Pretrial Risk Assessment on the Ground- Lessons from New Mexico" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "Pretrial Risk Assessment on the Ground- Lessons from New Mexico"

Presenters
  • Cristopher Moore
  • Cristopher Moore
August 28, 2023
SLMath

A three-pronged approach to using machine learning in knot theory

Presenter
  • Mark Hughes
May 24, 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
Bobak Toussi Kiani - Quantum Machine Learning - IPAM at UCLA Thumbnail

Bobak Toussi Kiani - Quantum Machine Learning - IPAM at UCLA

Presenter
  • Bobak Toussi Kiani
February 22, 2023
IPAM
Steven Ludtke - Contextual Conformational Variability in CryoEM and CryoET using Deep Learning Thumbnail

Steven Ludtke - Contextual Conformational Variability in CryoEM and CryoET using Deep Learning

Presenter
  • Steven Ludtke
November 14, 2022
IPAM

Marzyeh Ghassemi - Designing Machine Learning Processes for Equitable Health Care Systems

Presenter
  • Marzyeh Ghassemi
July 19, 2022
IPAM
Mean Field Game and Mean Field Control Q-Learning Thumbnail

Mean Field Game and Mean Field Control Q-Learning

Presenter
  • Jean-Pierre Fouque
March 30, 2022
IMSI
Mean Field Game and Mean Field Control Q-Learning Thumbnail

Mean Field Game and Mean Field Control Q-Learning

Presenter
  • Jean-Pierre Fouque
December 8, 2021
IMSI

A Boosting Approach to Reinforcement Learning

Presenter
  • Elad Hazan
August 2, 2021
ICERM

ML Without Unnecessary Harm: Blind Pareto Fairness and Subgroup Robustness

Presenter
  • Guillermo Sapiro
July 6, 2021
ICERM