Videos

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Omer Reingold - Algorithmic Fairness, Loss Minimization and Outcome Indistinguishability Thumbnail

Omer Reingold - Algorithmic Fairness, Loss Minimization and Outcome Indistinguishability

Presenter
  • Omer Reingold
February 26, 2024
IPAM
Roman Orus - News on tensor Networks for machine learning and quantum computing simulation Thumbnail

Roman Orus - News on tensor Networks for machine learning and quantum computing simulation

Presenter
  • Roman Orus
February 5, 2024
IPAM
Causal Representation Learning: Discovery of the Hidden World Thumbnail

Causal Representation Learning: Discovery of the Hidden World

Presenter
  • Kun Zhang
October 10, 2023
IMSI
Petar Veličković - Reasoning Algorithmically: from Toy Experiments to AGI Modules - IPAM at UCLA Thumbnail

Petar Veličković - Reasoning Algorithmically: from Toy Experiments to AGI Modules - IPAM at UCLA

Presenter
  • Petar Veličković
March 2, 2023
IPAM
Yimo Han - Assisting 4D-STEM data processing by machine learning and Bayesian optimization Thumbnail

Yimo Han - Assisting 4D-STEM data processing by machine learning and Bayesian optimization

Presenter
  • Yimo Han
October 28, 2022
IPAM
Deep learning quantum states for Hamiltonian predictions Thumbnail

Deep learning quantum states for Hamiltonian predictions

Presenter
  • Shi-Ju Ran
April 20, 2021
IPAM
Learning optimal strategies for line-of-sight based games Thumbnail

Learning optimal strategies for line-of-sight based games

Presenter
  • Richard Tsai
March 31, 2020
IPAM
Learning Control from Minimal Prior Knowledge Thumbnail

Learning Control from Minimal Prior Knowledge

Presenter
  • Martin Riedmiller
February 25, 2020
IPAM
Unsupervised Learning with Graph Neural Networks Thumbnail

Unsupervised Learning with Graph Neural Networks

Presenter
  • Thomas Kipf
May 22, 2019
IPAM
Machine learning: from genetics to gene editing to protein optimization Thumbnail

Machine learning: from genetics to gene editing to protein optimization

Presenter
  • Jennifer Listgarten
November 8, 2018
IPAM
Optimization Methods for Machine Learning Thumbnail

Optimization Methods for Machine Learning

Presenter
  • Stephen Wright
July 20, 2015
IPAM
Some Recent Developments in Large-Scale Convex Optimization Thumbnail

Some Recent Developments in Large-Scale Convex Optimization

Presenter
  • Niao He
February 24, 2015
IMA