Videos

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Feature Selection for Machine Learning with Unstructured Data: Applications in Healthcare Thumbnail

Feature Selection for Machine Learning with Unstructured Data: Applications in Healthcare

Presenter
  • Kimberly Villalobos
February 5, 2026
IMSI

Learning Neural Operators for Complex Physical System Modeling

Presenter
  • Yue Yu
June 9, 2023
ICERM
Tensor Networks for Machine Learning and Applications Thumbnail

Tensor Networks for Machine Learning and Applications

Presenter
  • Miles Stoudenmire
March 31, 2021
IPAM
Optimization Methods for Machine Learning Thumbnail

Optimization Methods for Machine Learning

Presenter
  • Stephen Wright
October 6, 2017
IPAM
Optimization Methods for Machine Learning Thumbnail

Optimization Methods for Machine Learning

Presenter
  • Stephen Wright
July 20, 2015
IPAM
A Galois theorem for machine learning: Functions on symmetric matrices and point clouds via lightweight invariant features Thumbnail

A Galois theorem for machine learning: Functions on symmetric matrices and point clouds via lightweight invariant features

Presenter
  • Soledad Villar
June 9, 2025
IMSI

Tropical Geometry Tools for Machine Learning and Phylogenomics

Presenter
  • Ruriko Yoshida
October 23, 2024
ICERM
Learning Together: Towards foundation models for machine learning interatomic potentials with meta-learning Thumbnail

Learning Together: Towards foundation models for machine learning interatomic potentials with meta-learning

Presenter
  • Alice Allen
April 8, 2024
IMSI
Jutta Rogal - Machine learning collective variables for sampling of structural transformations Thumbnail

Jutta Rogal - Machine learning collective variables for sampling of structural transformations

Presenter
  • Jutta Rogal
January 26, 2023
IPAM
Deep Learning: Triangle Machine Learning Day - Stacking Audience Models -- Using an Ensemble Approach for Predictive Modeling, Susan Xia Thumbnail

Deep Learning: Triangle Machine Learning Day - Stacking Audience Models -- Using an Ensemble Approach for Predictive Modeling, Susan Xia

September 20, 2019
SAMSI
Deep Learning: Triangle Machine Learning Day - Adaptive Deep Reuse for Deep Learning, Xipeng Shen Thumbnail

Deep Learning: Triangle Machine Learning Day - Adaptive Deep Reuse for Deep Learning, Xipeng Shen

September 20, 2019
SAMSI
Deep Learning Opening Workshop: Horseshoe Regularization for Machine Learning in Complex and Deep Models, Anindya Bhadra Thumbnail

Deep Learning Opening Workshop: Horseshoe Regularization for Machine Learning in Complex and Deep Models, Anindya Bhadra

August 12, 2019
SAMSI