Videos

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Algorithms for metric elicitation via the geometry of classifier statistics.

Presenter
  • Sanmi Koyejo
August 3, 2021
ICERM
Utilizing machine learning to accelerate computational catalyst search Thumbnail

Utilizing machine learning to accelerate computational catalyst search

Presenter
  • Thomas Bliggard
December 8, 2016
IPAM
Optimization, Learning, and Processes Thumbnail

Optimization, Learning, and Processes

Presenter
  • Stephen Wright
February 22, 2016
IMA

Using machine learning to accommodate complexity in phylogenetics

Presenter
  • Megan Smith
October 23, 2024
ICERM
Jin Peng Liu - Provably Efficient Quantum Algorithms for Nonlinear Dynamics and Machine Learning Thumbnail

Jin Peng Liu - Provably Efficient Quantum Algorithms for Nonlinear Dynamics and Machine Learning

Presenter
  • Jin-Peng Liu
October 6, 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
An Overview of Learning Mean Field Games Thumbnail

An Overview of Learning Mean Field Games

Presenter
  • Mathieu Lauriere
May 26, 2022
IMSI
DISTRIBUTIONALLY ROBUST LEARNING OVER DEEP NEURAL NETWORKS AND THEIR ASSOCIATED REGULARIZED RISK Thumbnail

DISTRIBUTIONALLY ROBUST LEARNING OVER DEEP NEURAL NETWORKS AND THEIR ASSOCIATED REGULARIZED RISK

Presenter
  • Camilo Garcia Trillos
May 24, 2022
IMSI
Market making algorithms: the next success of Reinforcement Learning? Thumbnail

Market making algorithms: the next success of Reinforcement Learning?

Presenter
  • Olivier Gueant
May 24, 2022
IMSI
Convergence of Empirical Measures, Mean-Field Games and Deep Learning Algorithms Thumbnail

Convergence of Empirical Measures, Mean-Field Games and Deep Learning Algorithms

Presenter
  • Ruimeng Hu
May 23, 2022
IMSI
A community effort to assess and promote of privacy preserving techniques for human genomes Thumbnail

A community effort to assess and promote of privacy preserving techniques for human genomes

Presenter
  • Xiaoqian Jiang
February 9, 2022
IMSI
Machine Learning in the Multi-Messenger Era: Inference as a service and optimal light curve augmentation Thumbnail

Machine Learning in the Multi-Messenger Era: Inference as a service and optimal light curve augmentation

Presenter
  • Michael Coughlin
November 30, 2021
IPAM