Videos

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A Rank-Minimization Approach to Learning Dynamical Systems from Frequency Response Data

Presenter
  • Pawan Goyal
February 20, 2020
ICERM
A Machine Learning Framework for Optimal Transport of High-Dimensional Densities Thumbnail

A Machine Learning Framework for Optimal Transport of High-Dimensional Densities

Presenter
  • Lars Ruthotto
January 27, 2020
IPAM
Understanding machine learning via exactly solvable statistical physics models Thumbnail

Understanding machine learning via exactly solvable statistical physics models

Presenter
  • Lenka Zdeborova
November 18, 2019
IPAM
Optimization Landscape and Two-Layer Neural Networks Thumbnail

Optimization Landscape and Two-Layer Neural Networks

Presenter
  • Rong Ge
October 23, 2019
IAS
Quantum Machine Learning Thumbnail

Quantum Machine Learning

Presenter
  • Anatole von Lilienfeld
October 17, 2019
IPAM
Deep Learning: Triangle Machine Learning Day - What You Didn’t Learn About Machine Learning in School, Wayne Thompson Thumbnail

Deep Learning: Triangle Machine Learning Day - What You Didn’t Learn About Machine Learning in School, Wayne Thompson

September 20, 2019
SAMSI

Learning with Little Data

Presenter
  • Rich Zemel
February 20, 2019
ICERM

Comparing Covariate Prioritization via Matching to Machine Learning Methods for Causal Inference using Five Empirical Applications

Presenter
  • Luke Keele
January 14, 2019
ICERM

Random monomial ideals

Presenter
  • Lily Silverstein
September 20, 2018
ICERM
Using machine learning to map the structure and predict the properties of materials and molecules Thumbnail

Using machine learning to map the structure and predict the properties of materials and molecules

Presenter
  • Michele Ceriotti
September 27, 2016
IPAM
Supervised Machine Learning Thumbnail

Supervised Machine Learning

Presenter
  • Klaus-Robert Müller
September 13, 2016
IPAM
Communication Efficient Algorithms for Distributed Machine Learning Thumbnail

Communication Efficient Algorithms for Distributed Machine Learning

Presenter
  • Nina Balcan
May 16, 2016
IMA