Videos

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Some Recent Insights on Transfer Learning Thumbnail

Some Recent Insights on Transfer Learning

Presenter
  • Samory Kpotufe
March 31, 2020
IAS
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
Roman Grigoriev - Bridging scales using physically-informed machine learning - IPAM at UCLA Thumbnail

Roman Grigoriev - Bridging scales using physically-informed machine learning - IPAM at UCLA

Presenter
  • Roman Grigoriev
October 10, 2025
IPAM
Sparse-optimization to discover dynamical systems models from data Thumbnail

Sparse-optimization to discover dynamical systems models from data

Presenter
  • Niall Mangan
March 19, 2025
IMSI
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