Videos

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Secure Learning in Adversarial Environments Thumbnail

Secure Learning in Adversarial Environments

Presenter
  • Bo Li
October 6, 2020
IPAM
Innovating machine learning with near-term quantum computing Thumbnail

Innovating machine learning with near-term quantum computing

Presenter
  • Maria Schuld
November 20, 2019
IPAM
Deep Learning: Triangle Machine Learning Day - Machine Learning from De-IdentifiedCoded Electronic Health Records (EHRs), David Page Thumbnail

Deep Learning: Triangle Machine Learning Day - Machine Learning from De-IdentifiedCoded Electronic Health Records (EHRs), David Page

September 20, 2019
SAMSI
Metric learning for persistence-based summaries and application to graph classification Thumbnail

Metric learning for persistence-based summaries and application to graph classification

Presenter
  • Yusu Wang
April 29, 2019
IPAM
Background reduction in searches for gravitational-wave signals from supernovae: A machine learning approach Thumbnail

Background reduction in searches for gravitational-wave signals from supernovae: A machine learning approach

Presenter
  • Marco Cavaglia
February 1, 2019
IPAM

Predictive CFD- Past, Present, and Future

Presenter
  • Antony Jameson
August 23, 2018
ICERM
A meta-machine-learning method for identifying effective descriptors of materials properties Thumbnail

A meta-machine-learning method for identifying effective descriptors of materials properties

Presenter
  • Luca Ghiringhelli
October 4, 2017
IPAM

Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations

Presenter
  • Maziar Raissi
June 7, 2017
ICERM

Thermostatic Controls for Noisy Gradient Systems and Applications to Machine Learning

Presenter
  • Ben Leimkuhler
July 30, 2015
ICERM
The Entropic Barrier: A Simple and Optimal Universal Self-Concordant Barrier Thumbnail

The Entropic Barrier: A Simple and Optimal Universal Self-Concordant Barrier

Presenter
  • Sébastien Bubeck
February 25, 2015
IMA
Hybrid twins for materials processing: combining physics-based simulations and data-driven models Thumbnail

Hybrid twins for materials processing: combining physics-based simulations and data-driven models

Presenter
  • Benjamin Klusemann
December 3, 2025
IMSI
Enhancing CFD simulations for digital twins by model reduction and scientific machine learning Thumbnail

Enhancing CFD simulations for digital twins by model reduction and scientific machine learning

Presenter
  • Gianluigi Rozza
November 12, 2025
IMSI