Videos

Start date cannot be after end date.
Machine Learning and Dynamical Systems meet in Reproducing Kernel Hilbert Spaces Thumbnail

Machine Learning and Dynamical Systems meet in Reproducing Kernel Hilbert Spaces

Presenter
  • Boumediene Hamzi
October 28, 2019
IPAM
Kernel Analog Forecasting: Multiscale Problems Thumbnail

Kernel Analog Forecasting: Multiscale Problems

Presenter
  • Krithika Manohar
October 28, 2019
IPAM
Multiscale analysis of accelerated gradient methods in machine learning Thumbnail

Multiscale analysis of accelerated gradient methods in machine learning

Presenter
  • Mohammad Farazmand
October 28, 2019
IPAM
Machine Learning for Fluid Mechanics Thumbnail

Machine Learning for Fluid Mechanics

Presenter
  • Petros Koumoutsakos
October 28, 2019
IPAM
Machine learning for molecular simulations: priors and predictive constraints Thumbnail

Machine learning for molecular simulations: priors and predictive constraints

Presenter
  • Tristan Bereau
October 18, 2019
IPAM
Data-driven models for predictive molecular simulations Thumbnail

Data-driven models for predictive molecular simulations

Presenter
  • Francesco Paesani
October 18, 2019
IPAM
Learning to learn, learning to forget Thumbnail

Learning to learn, learning to forget

Presenter
  • Pratyush Tiwary
October 18, 2019
IPAM
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
Interpretability: of what, for whom, why, and how? Thumbnail

Interpretability: of what, for whom, why, and how?

Presenter
  • Zachary Lipton
October 17, 2019
IPAM
Simulation-based inference, interpretability, and experimental design Thumbnail

Simulation-based inference, interpretability, and experimental design

Presenter
  • Kyle Cranmer
October 17, 2019
IPAM
Density functionals from machine learning Thumbnail

Density functionals from machine learning

Presenter
  • Kieron Burke
October 17, 2019
IPAM
Quantum Machine Learning Thumbnail

Quantum Machine Learning

Presenter
  • Anatole von Lilienfeld
October 17, 2019
IPAM