Videos

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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
High-Performance Communication for Machine Learning Thumbnail

High-Performance Communication for Machine Learning

Presenter
  • Torsten Hoefler
November 5, 2018
IPAM
Hogwild for Machine Learning on Multicore Thumbnail

Hogwild for Machine Learning on Multicore

Presenter
  • Ben Recht
March 28, 2012
IMA
Stefan Chmiela - Accurate global machine learning force fields for molecules with hundreds of atoms Thumbnail

Stefan Chmiela - Accurate global machine learning force fields for molecules with hundreds of atoms

Presenter
  • Stefan Chmiela
January 25, 2023
IPAM
Functions with average smoothness: structure, algorithms, and learning Thumbnail

Functions with average smoothness: structure, algorithms, and learning

Presenter
  • Aryeh Kontorovich
April 12, 2021
IMSI