Videos

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Multiscale and Data-driven Methods for the Simulation of Materials Failure Thumbnail

Multiscale and Data-driven Methods for the Simulation of Materials Failure

Presenter
  • James Kermode
April 11, 2024
IMSI
Machine learning at the mesoscale: advances in analyzing and coarse-graining via data-driven approaches Thumbnail

Machine learning at the mesoscale: advances in analyzing and coarse-graining via data-driven approaches

Presenter
  • Rose Cersonsky
April 11, 2024
IMSI
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
Machine learning-based design (of proteins, small molecules and beyond) Thumbnail

Machine learning-based design (of proteins, small molecules and beyond)

Presenter
  • Jennifer Listgarten
July 7, 2020
IAS
Subgroup Discovery for Assessing the Domain of Applicability of Machine Learning Models Thumbnail

Subgroup Discovery for Assessing the Domain of Applicability of Machine Learning Models

Presenter
  • Chris Sutton
November 21, 2019
IPAM