Videos

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Rahul Mazumder - Discrete Optimization-aided Structured Learning at Scale - IPAM at UCLA Thumbnail

Rahul Mazumder - Discrete Optimization-aided Structured Learning at Scale - IPAM at UCLA

Presenter
  • Rahul Mazumder
March 3, 2023
IPAM
Stefanie Jegelka - Two aspects of learning algorithms: generalization under shifts & loss functions Thumbnail

Stefanie Jegelka - Two aspects of learning algorithms: generalization under shifts & loss functions

Presenter
  • Stefanie Jegelka
March 2, 2023
IPAM
Gaussian Process Regression Constrained by Boundary Value Problems Thumbnail

Gaussian Process Regression Constrained by Boundary Value Problems

Presenter
  • Mamikon Guilan
September 1, 2022
IMSI
Learning from defaults Thumbnail

Learning from defaults

Presenter
  • Stephane Crepey
May 9, 2022
IMSI
Systemic risk: from network theory to machine learning Thumbnail

Systemic risk: from network theory to machine learning

Presenter
  • Paolo Barucca
April 4, 2022
IMSI
Stefan Chmiela - Machine learning basics: A speedrun Thumbnail

Stefan Chmiela - Machine learning basics: A speedrun

Presenter
  • Stefan Chmiela
March 10, 2022
IPAM
Machine learning-assisted ensemble calculations of the physical properties of disordered colloidal composites Thumbnail

Machine learning-assisted ensemble calculations of the physical properties of disordered colloidal composites

Presenter
  • Rob Coridan
March 3, 2022
IMSI
Paata Ivanisvili - Learning low degree functions in logarithmic number of random queries Thumbnail

Paata Ivanisvili - Learning low degree functions in logarithmic number of random queries

Presenter
  • Paata Ivanisvili
February 10, 2022
IPAM
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
Mean field MDP and mean field RL Thumbnail

Mean field MDP and mean field RL

Presenter
  • Mathieu Laurière
December 7, 2021
IMSI

Reinforcement Learning, Bit by Bit

Presenter
  • Xiuyuan Lucy Lu
August 4, 2021
ICERM

Reinforcement learning with factorization

Presenter
  • Devavrat Shah
August 3, 2021
ICERM