Videos

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Signed Cumulative Distribution Transform for Machine Learning

Presenter
  • Sumati Thareja
May 8, 2023
ICERM
Model-Free Mean-Field Reinforcement Learning: Mean-Field MDP and Mean-Field Q-Learning Thumbnail

Model-Free Mean-Field Reinforcement Learning: Mean-Field MDP and Mean-Field Q-Learning

Presenter
  • Rene Carmona
May 26, 2022
IMSI
Ewin Tang - On quantum linear algebra for machine learning Thumbnail

Ewin Tang - On quantum linear algebra for machine learning

Presenter
  • Ewin Tang
January 25, 2022
IPAM
Learning with Few Labeled Data Thumbnail

Learning with Few Labeled Data

Presenter
  • Pratik Chaudhari
October 6, 2020
IPAM

Approximating Continuous Functions on Persistence Diagrams for Machine Learning Tasks

Presenter
  • Elizabeth Munch
December 13, 2017
ICERM

How do we build good databases for machine learning of force fields?

Presenter
  • Gábor Csányi
October 30, 2017
IPAM

Using Cover-Trees and Friends for Machine Learning with the CDER algorithm

Presenter
  • Abraham Smith
May 2, 2017
IMA
Two Distributed Optimization Algorithms for Machine Learning Thumbnail

Two Distributed Optimization Algorithms for Machine Learning

Presenter
  • Yingyu Liang
February 25, 2015
IMA
Tutorial on Optimization methods for machine learning (Part 3) Thumbnail

Tutorial on Optimization methods for machine learning (Part 3)

Presenter
  • Jorge Nocedal
July 19, 2012
IPAM
Tutorial on Optimization methods for machine learning (Part 2) Thumbnail

Tutorial on Optimization methods for machine learning (Part 2)

Presenter
  • Jorge Nocedal
July 19, 2012
IPAM
Tutorial on Optimization methods for machine learning (Part 1) Thumbnail

Tutorial on Optimization methods for machine learning (Part 1)

Presenter
  • Jorge Nocedal
July 18, 2012
IPAM
Large group discussion on What have we learned about manifold learning Thumbnail

Large group discussion on What have we learned about manifold learning

Presenter
  • Partha Niyogi
October 27, 2008
IMA