Videos

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Differential Operators for Generating Structured Adversarial Examples Thumbnail

Differential Operators for Generating Structured Adversarial Examples

Presenter
  • Hossein Mobahi
April 22, 2020
IPAM
Simulating the Universe with Deep Learning Thumbnail

Simulating the Universe with Deep Learning

Presenter
  • Shirley Ho
October 14, 2019
IPAM
Why Deep Learning Works: Heavy-Tailed Random Matrix Theory as an Example of Physics Informed Machine Learning Thumbnail

Why Deep Learning Works: Heavy-Tailed Random Matrix Theory as an Example of Physics Informed Machine Learning

Presenter
  • Michael Mahoney
October 14, 2019
IPAM
Bridging Deep Neural Networks and Differential Equations for Image Analysis and Beyond Thumbnail

Bridging Deep Neural Networks and Differential Equations for Image Analysis and Beyond

Presenter
  • Bin Dong
May 1, 2019
IPAM

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
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
Asynchronous Optimization in Networks: Novel Algorithms and Improved Performance Bounds Thumbnail

Asynchronous Optimization in Networks: Novel Algorithms and Improved Performance Bounds

Presenter
  • Mikael Johansson
October 21, 2015
IMA
Modeling Challenges for Credit Risk and Economic Forecasting Thumbnail

Modeling Challenges for Credit Risk and Economic Forecasting

Presenter
  • Bill Morokoff
May 21, 2015
IPAM
Learning Acid/Base Strength Thumbnail

Learning Acid/Base Strength

Presenter
  • Paul Ayers
February 27, 2015
IPAM
Some Recent Developments in Large-Scale Convex Optimization Thumbnail

Some Recent Developments in Large-Scale Convex Optimization

Presenter
  • Niao He
February 24, 2015
IMA
Recommender Systems for Fun and Profit Thumbnail

Recommender Systems for Fun and Profit

Presenter
  • Chris Volinsky
April 13, 2011
IMA