Videos

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Improving PDE solvers and PDE-constrained optimization with deep learning and differentiable programming Thumbnail

Improving PDE solvers and PDE-constrained optimization with deep learning and differentiable programming

Presenter
  • Stephan Hoyer
October 18, 2019
IPAM
Deep Generative Models for Molecular Graphs Thumbnail

Deep Generative Models for Molecular Graphs

Presenter
  • Nicola De Cao
September 24, 2019
IPAM
Deep Learning Opening Workshop: Solution Estimators in Stochastic Optimization, Amitabh Basu Thumbnail

Deep Learning Opening Workshop: Solution Estimators in Stochastic Optimization, Amitabh Basu

August 12, 2019
SAMSI
Properties of Atoms in Molecules via Machine Learning Thumbnail

Properties of Atoms in Molecules via Machine Learning

Presenter
  • Matthias Rupp
February 25, 2015
IPAM
Spectral and geometric methods in learning Thumbnail

Spectral and geometric methods in learning

Presenter
  • Misha Belkin
October 28, 2008
IMA
Understanding diffusion in complex materials using machine learning and a variational approach Thumbnail

Understanding diffusion in complex materials using machine learning and a variational approach

Presenter
  • Dallas Trinkle
May 16, 2024
IMSI

Biological Research and Space Health Enabled by Machine Learning to Support Deep Space Missions

Presenter
  • Lauren Sanders
March 24, 2024
ICERM

A local, low-dimensional Machine Learning based PDE Solver for modeling engineering applications

Presenter
  • Rishikesh Ranade
March 23, 2024
ICERM
Neuro-Causal Factor Analysis: Structure learning and identifiability Thumbnail

Neuro-Causal Factor Analysis: Structure learning and identifiability

Presenter
  • Alex Markham
October 10, 2023
IMSI
Introductory Workshop: Algorithms, Fairness, and Equity: "Manipulation-Robust Citizens' Assembly Selection" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "Manipulation-Robust Citizens' Assembly Selection"

Presenter
  • Bailey Flanigan
August 31, 2023
SLMath
Introductory Workshop: Algorithms, Fairness, and Equity: "Geometry of Deep Learning and Explainable ML" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "Geometry of Deep Learning and Explainable ML"

Presenter
  • Anders Karlsson
August 30, 2023
SLMath
Introductory Workshop: Algorithms, Fairness, and Equity: "Thinking Critically About Fair Clustering: Past, Present, and Future" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "Thinking Critically About Fair Clustering: Past, Present, and Future"

Presenter
  • Brian Brubach
August 29, 2023
SLMath