Videos

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Neural net word embeddings: What was old is new again

Presenter
  • Jeremy Bellay
October 6, 2017
IMA
Navigating colloidal design space with machine learning Thumbnail

Navigating colloidal design space with machine learning

Presenter
  • Matthew Spellings
December 7, 2016
IPAM
Learning dynamics with dynamical distances: From diffusion maps to commute maps and coherence Thumbnail

Learning dynamics with dynamical distances: From diffusion maps to commute maps and coherence

Presenter
  • Ralf Banisch
December 5, 2016
IPAM
A Story of Principal Component Analysis in the Distributed Model Thumbnail

A Story of Principal Component Analysis in the Distributed Model

Presenter
  • David Woodruff
May 16, 2016
IMA

Yusu Wang - Neural Network Generalization through an algorithmic lens

September 2, 2026
IPAM

Relaxed gradient-type descent methods

Presenter
  • Yousef Saad
May 7, 2026
ICERM

Data-Driven Structure Discovery in Nonlinear Wave Systems

Presenter
  • Wei Zhu
May 1, 2026
ICERM

Alexander Velberg - Data-driven discovery of sub-grid models for collisionless magnetic reconnection

April 18, 2026
IPAM
Haomin Zhou - A supervised learning scheme for Hamilton-Jacobi equation via density coupling Thumbnail

Haomin Zhou - A supervised learning scheme for Hamilton-Jacobi equation via density coupling

Presenter
  • Haomin Zhou
July 15, 2025
IPAM

Analysis of singular subspaces under random perturbations

Presenter
  • Ke Wang
May 20, 2024
ICERM
Learning a Neural Free-Energy Functional from Pair-Correlation Functions Thumbnail

Learning a Neural Free-Energy Functional from Pair-Correlation Functions

Presenter
  • Bernd Ensing
April 25, 2024
IMSI
Bridging Scales in Materials Modeling With Occam-Shaved Machine Learning Thumbnail

Bridging Scales in Materials Modeling With Occam-Shaved Machine Learning

Presenter
  • Luca Ghiringhelli
March 29, 2024
IMSI