Videos

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Exploration and learning of energy and free energy landscapes Thumbnail

Exploration and learning of energy and free energy landscapes

Presenter
  • Mark Tuckerman
November 2, 2017
IPAM
Exploration and learning of free energy landscapes of molecular crystals and oligopeptides Thumbnail

Exploration and learning of free energy landscapes of molecular crystals and oligopeptides

Presenter
  • Mark Tuckerman
October 26, 2016
IPAM

Leonardo Zepeda-Núñez - Learning Turbulent and Chaotic Dynamics via Data-Driven Probabilistic Models

April 16, 2029
IPAM
A phase-space perspective on scientific machine learning Thumbnail

A phase-space perspective on scientific machine learning

Presenter
  • Ivan Dokmanic
June 11, 2025
IMSI
Leena Vankadara - Scaling Insights from Infinite-Width Theory for Next Gen Architecture & Learning Thumbnail

Leena Vankadara - Scaling Insights from Infinite-Width Theory for Next Gen Architecture & Learning

Presenter
  • Leena Vankadara
October 18, 2024
IPAM

Learning to Reconstruct - Statistical Learning Theory and Encrypted Database Attacks

Presenter
  • Paul Grubbs
June 13, 2019
ICERM
Combining computing and learning for (plasma) physics Thumbnail

Combining computing and learning for (plasma) physics

Presenter
  • Frank Jenko
October 17, 2018
IPAM
Shape Analysis and Learning by Geometry and Machine (Overview - Part 2) Thumbnail

Shape Analysis and Learning by Geometry and Machine (Overview - Part 2)

Presenter
  • Ron Kimmel
February 8, 2016
IPAM
Shape Analysis and Learning by Geometry and Machine (Overview - Part 1) Thumbnail

Shape Analysis and Learning by Geometry and Machine (Overview - Part 1)

Presenter
  • Hong-Kai Zhao
February 8, 2016
IPAM
Introductory Workshop: Algorithms, Fairness, and Equity: "Epistemic Uncertainty, the AI Problem Understanding Gap and the Necessity of Structured Societal Context Knowledge for Safe, Robust AI" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "Epistemic Uncertainty, the AI Problem Understanding Gap and the Necessity of Structured Societal Context Knowledge for Safe, Robust AI"

Presenter
  • Donald Martin
August 30, 2023
SLMath

Reduced label complexity for tight linear regression

Presenter
  • Alex Gittens
June 29, 2023
ICERM
Carlos Oscar Sorzano - Machine learning for Single Particle Analysis by Cryo-Electron Microscopy Thumbnail

Carlos Oscar Sorzano - Machine learning for Single Particle Analysis by Cryo-Electron Microscopy

Presenter
  • Carlos Sorzano
November 14, 2022
IPAM