Videos

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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
Choiceless Polynomial Time Thumbnail

Choiceless Polynomial Time

Presenter
  • Ben Rossman
October 14, 2019
IAS
Recent advances in Derivative-Free Optimization and its connection to reinforcement learning Thumbnail

Recent advances in Derivative-Free Optimization and its connection to reinforcement learning

Presenter
  • Katya Scheinberg
September 25, 2019
IPAM
SAMSI Snapshots: 2019 Deep Learning Opening Workshop Thumbnail

SAMSI Snapshots: 2019 Deep Learning Opening Workshop

September 11, 2019
SAMSI
Deep Neural Networks Motivated By Differential Equations (Part 2/2) Thumbnail

Deep Neural Networks Motivated By Differential Equations (Part 2/2)

Presenter
  • Lars Ruthotto
September 10, 2019
IPAM
Deep Neural Networks Motivated By Differential Equations (Part 1/2) Thumbnail

Deep Neural Networks Motivated By Differential Equations (Part 1/2)

Presenter
  • Lars Ruthotto
September 9, 2019
IPAM
A theoretical look at adversarial examples: a perspective from high-dimensional geometry Thumbnail

A theoretical look at adversarial examples: a perspective from high-dimensional geometry

Presenter
  • Tom Goldstein
May 21, 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
Heat Methods in Geometry Processing Thumbnail

Heat Methods in Geometry Processing

Presenter
  • Keenan Crane
April 4, 2019
IPAM
Loewner energy via Brownian loop measure and action functional analogs of SLE/GFF couplings (Part 2) Thumbnail

Loewner energy via Brownian loop measure and action functional analogs of SLE/GFF couplings (Part 2)

Presenter
  • Yilin Wang
January 9, 2019
IPAM
Loewner energy via Brownian loop measure and action functional analogs of SLE/GFF couplings (Part 1) Thumbnail

Loewner energy via Brownian loop measure and action functional analogs of SLE/GFF couplings (Part 1)

Presenter
  • Yilin Wang
January 8, 2019
IPAM
Architectural Implications of Communication-Avoiding Algorithms Thumbnail

Architectural Implications of Communication-Avoiding Algorithms

Presenter
  • James Demmel
November 27, 2018
IPAM