Videos

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Flexible machine learning approaches for computer-assisted surgery Thumbnail

Flexible machine learning approaches for computer-assisted surgery

Presenter
  • Tom Vercauteren
January 30, 2020
IPAM
Deep Learning: Triangle Machine Learning Day - Active Learning for Probabilistic Record Linkage, Ted Enamorado Thumbnail

Deep Learning: Triangle Machine Learning Day - Active Learning for Probabilistic Record Linkage, Ted Enamorado

September 20, 2019
SAMSI
A consistent algorithmic framework for structured machine learning Thumbnail

A consistent algorithmic framework for structured machine learning

Presenter
  • Lorenzo Rosasco
April 29, 2019
IPAM
Everything you wanted to know about machine learning but didn't know whom to ask Thumbnail

Everything you wanted to know about machine learning but didn't know whom to ask

Presenter
  • Sanjeev Arora
November 27, 2017
IAS
Utilizing machine learning to accelerate computational catalyst search Thumbnail

Utilizing machine learning to accelerate computational catalyst search

Presenter
  • Thomas Bliggard
December 8, 2016
IPAM
Using Machine-Learning to Create Predictive Material Property Models Thumbnail

Using Machine-Learning to Create Predictive Material Property Models

Presenter
  • Chris Wolverton
September 26, 2016
IPAM
Boosting and Low-rank Thumbnail

Boosting and Low-rank

Presenter
  • Bin Yu
June 24, 2013
IMA
Spectral and geometric methods in learning Thumbnail

Spectral and geometric methods in learning

Presenter
  • Misha Belkin
October 28, 2008
IMA

Boris Kramer - Structure-preserving Lift & Learn: Scientific machine learning for nonlinear conservative partial differential equations

April 17, 2029
IPAM
Surrogate modelling by reduced order methods and scientific machine learning for digital twin Thumbnail

Surrogate modelling by reduced order methods and scientific machine learning for digital twin

Presenter
  • Gianluigi Rozza
December 1, 2025
IMSI
Yuanqi Du - Bridging Non-equilibrium Simulation and Probabilistic Machine Learning - IPAM at UCLA Thumbnail

Yuanqi Du - Bridging Non-equilibrium Simulation and Probabilistic Machine Learning - IPAM at UCLA

Presenter
  • Yuanqi Du
July 16, 2025
IPAM

Neural network classifiers for distinguishing signals from instrumental noise

Presenter
  • Melissa Lopez
June 2, 2025
ICERM