Videos

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Multi-group learning via Outcome Indistinguishability Thumbnail

Multi-group learning via Outcome Indistinguishability

Presenter
  • Gal Yona
March 14, 2022
IAS
Equivariant machine learning, structure like classical physics Thumbnail

Equivariant machine learning, structure like classical physics

Presenter
  • Soledad Villar
March 4, 2022
IMSI
Learning to Live With ReLU Thumbnail

Learning to Live With ReLU

Presenter
  • Brandon Reagen
February 8, 2022
IMSI
Learning from data under information constraints: Fundamental limits and applications Thumbnail

Learning from data under information constraints: Fundamental limits and applications

Presenter
  • Jayadev Acharya
April 14, 2021
IMSI
Contrastive Learning, multi-view redundancy, and linear models Thumbnail

Contrastive Learning, multi-view redundancy, and linear models

Presenter
  • Daniel Hsu
April 12, 2021
IMSI

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

Presenter
  • Pawan Goyal
February 20, 2020
ICERM
Innovating machine learning with near-term quantum computing Thumbnail

Innovating machine learning with near-term quantum computing

Presenter
  • Maria Schuld
November 20, 2019
IPAM
Deep Learning: Triangle Machine Learning Day - Biomedical Image Understanding and EHRs at LifeOmic: Harnessing the Power of the Cloud, Matthew Phillips Thumbnail

Deep Learning: Triangle Machine Learning Day - Biomedical Image Understanding and EHRs at LifeOmic: Harnessing the Power of the Cloud, Matthew Phillips

September 20, 2019
SAMSI

Learning with Little Data

Presenter
  • Rich Zemel
February 20, 2019
ICERM

Random monomial ideals

Presenter
  • Lily Silverstein
September 20, 2018
ICERM
ALAMO: Machine learning from data and first principles Thumbnail

ALAMO: Machine learning from data and first principles

Presenter
  • Nick Sahinidis
October 6, 2017
IPAM
Supervised Machine Learning Thumbnail

Supervised Machine Learning

Presenter
  • Klaus-Robert Müller
September 13, 2016
IPAM