Videos

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Accelerating Scientific Discovery through Interpretable Machine Learning and Intelligent Experimentation Thumbnail

Accelerating Scientific Discovery through Interpretable Machine Learning and Intelligent Experimentation

Presenter
  • Peter Frazier
October 16, 2019
IPAM
Simulating quantum dynamics with neural machine translation Thumbnail

Simulating quantum dynamics with neural machine translation

Presenter
  • Juan Carrasquilla
September 27, 2019
IPAM
Robustness and Strategic Concerns in Machine Learning Thumbnail

Robustness and Strategic Concerns in Machine Learning

Presenter
  • Yu Cheng
September 24, 2019
IAS
The interplay between physically motivated simulations and machine learning Thumbnail

The interplay between physically motivated simulations and machine learning

Presenter
  • Kyle Cranmer
September 9, 2019
IPAM
PMED Transition Workshop: Advances in PMED and Machine Learning Thumbnail

PMED Transition Workshop: Advances in PMED and Machine Learning

May 21, 2019
SAMSI
A consistent algorithmic framework for structured machine learning Thumbnail

A consistent algorithmic framework for structured machine learning

Presenter
  • Lorenzo Rosasco
April 29, 2019
IPAM
Variational approximation of dynamical systems using machine learning Thumbnail

Variational approximation of dynamical systems using machine learning

Presenter
  • Frank Noé
February 11, 2019
IPAM

Nonlinear reduced-order modeling - Using machine learning to enable extreme-scale simulation for many-query problems

Presenter
  • Kevin Carlberg
January 29, 2019
ICERM
Communication-Avoiding Sparse Matrix Algorithms for Large Graph and Machine Learning Problems Thumbnail

Communication-Avoiding Sparse Matrix Algorithms for Large Graph and Machine Learning Problems

Presenter
  • Aydin Buluç
November 28, 2018
IPAM
Some things you need to know about machine learning but didn't know whom to ask (the grad school version) Thumbnail

Some things you need to know about machine learning but didn't know whom to ask (the grad school version)

Presenter
  • Sanjeev Arora
February 5, 2018
IAS

Approximating Continuous Functions on Persistence Diagrams for Machine Learning Tasks

Presenter
  • Elizabeth Munch
December 13, 2017
ICERM
Everything you wanted to know about machine learning but didn't know whom to ask Thumbnail

Everything you wanted to know about machine learning but didn't know whom to ask

Presenter
  • Sanjeev Arora
November 27, 2017
IAS