Videos

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Nonlinear Meta-learning Can Guarantee Faster Rates

Presenter
  • Zhu Li
January 9, 2024
ICERM
Minimum distance estimators and inverse bounds for latent probability measures Thumbnail

Minimum distance estimators and inverse bounds for latent probability measures

Presenter
  • Xuanlong Nguyen
December 12, 2023
IMSI
Bias and Variance of Bayes Cross Validation in Singular Learning Theory Thumbnail

Bias and Variance of Bayes Cross Validation in Singular Learning Theory

Presenter
  • Sumio Watanabe
December 11, 2023
IMSI
Amira Abbas - On quantum backpropagation and information reuse - IPAM at UCLA Thumbnail

Amira Abbas - On quantum backpropagation and information reuse - IPAM at UCLA

Presenter
  • Amira Abbas
October 20, 2023
IPAM
Machine Learning (UC San Diego) Summer School: Geometrical and Topological Data Analysis Thumbnail

Machine Learning (UC San Diego) Summer School: Geometrical and Topological Data Analysis

June 26, 2023
SLMath
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