Videos

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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

Machine Learning & HPC Enabled Prediction in Tokamaks

Presenter
  • William Tang
September 13, 2025
ICERM
Cartesian atomic cluster expansion for machine learning interatomic potentials Thumbnail

Cartesian atomic cluster expansion for machine learning interatomic potentials

Presenter
  • Bingqing Cheng
April 10, 2024
IMSI
Roman Orus - News on tensor Networks for machine learning and quantum computing simulation Thumbnail

Roman Orus - News on tensor Networks for machine learning and quantum computing simulation

Presenter
  • Roman Orus
February 5, 2024
IPAM

Function-space regularized divergences for machine learning applications

Presenter
  • Ioannis (Yannis) Pantazis
May 11, 2023
ICERM