Videos

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Machine learning methods for physics and chemistry 1: Regression and Kernel methods Thumbnail

Machine learning methods for physics and chemistry 1: Regression and Kernel methods

Presenter
  • Frank Noé
September 15, 2017
IPAM
Delay and Cooperation in Nonstochastic Bandits Thumbnail

Delay and Cooperation in Nonstochastic Bandits

Presenter
  • Nicolo Cesa-Bianchi
May 17, 2016
IMA
Practically Relevant Theory and Theoretically Relevant Practice of Deep Learning Thumbnail

Practically Relevant Theory and Theoretically Relevant Practice of Deep Learning

Presenter
  • Shai Shalev-Shwartz
May 17, 2016
IMA

Learning how to rank via forbidden patterns - semirankings and the Erdos-Hajnal Conjecture

Presenter
  • Krzysztof Choromanski
February 14, 2014
ICERM
Spectral and geometric methods in learning Thumbnail

Spectral and geometric methods in learning

Presenter
  • Misha Belkin
October 28, 2008
IMA

Hong Qin - Machine Learning of Local Confinement and Transport from the International Multi-Tokamak Confinement Profile Database

May 7, 2029
IPAM

Ammar Hakim - BEACONS and BEACONS-FM: Lighting a Path to Modular, Composable, Formally Verified Fusion Foundation Models

April 17, 2029
IPAM

Peter Benner - Discovery and Model Reduction of Hamiltonian Systems

April 15, 2029
IPAM

Li Wang - Suppressing Plasma Instability Through Constrained Optimization

April 14, 2029
IPAM

Adaptive methods and neural ODEs in machine learning

Presenter
  • Michael Hintermüller
April 13, 2026
ICERM
Andrea Bertozzi - Machine Learning for High Throughput DNA-Aptamer Screening and Selection Thumbnail

Andrea Bertozzi - Machine Learning for High Throughput DNA-Aptamer Screening and Selection

Presenter
  • Andrea Bertozzi
February 24, 2026
IPAM

Gravitational wave inference and stochastic sampling

Presenter
  • Colm Talbot
June 4, 2025
ICERM