Videos

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A Blueprint of Standardized and Composable Machine Learning Thumbnail

A Blueprint of Standardized and Composable Machine Learning

Presenter
  • Eric Xing
August 6, 2020
IAS
Fusion with Optimal Transport Thumbnail

Fusion with Optimal Transport

Presenter
  • Justin Solomon
May 7, 2020
SLMath
An Information Theoretic Approach to Validate Deep Learning-Based Algorithms Thumbnail

An Information Theoretic Approach to Validate Deep Learning-Based Algorithms

Presenter
  • Gitta Kutyniok
October 30, 2019
IPAM
Sparse matrices in sparse analysis Thumbnail

Sparse matrices in sparse analysis

Presenter
  • Anna Gilbert
October 28, 2019
IAS
A Numerical Analysis Perspective on Deep Neural Networks Thumbnail

A Numerical Analysis Perspective on Deep Neural Networks

Presenter
  • Lars Ruthotto
September 25, 2019
IPAM
Exploiting the 3D Geometry and the Structure of the World in Deep Learning Thumbnail

Exploiting the 3D Geometry and the Structure of the World in Deep Learning

Presenter
  • Ersin Yumer
May 24, 2019
IPAM
Heat Methods in Geometry Processing Thumbnail

Heat Methods in Geometry Processing

Presenter
  • Keenan Crane
April 4, 2019
IPAM
Computational challenges in searches for gravitational waves from pulsars Thumbnail

Computational challenges in searches for gravitational waves from pulsars

Presenter
  • Andrzej Królak
February 1, 2019
IPAM
Computational challenges in applied cryptanalysis Thumbnail

Computational challenges in applied cryptanalysis

Presenter
  • Nadia Heninger
November 5, 2018
IPAM
Communication-Avoiding Algorithms for Linear Algebra, Machine Learning, and Beyond Thumbnail

Communication-Avoiding Algorithms for Linear Algebra, Machine Learning, and Beyond

Presenter
  • James Demmel
October 18, 2018
IPAM
Hot Topics: Shape and Structure Of Materials - Applications of convnets to microstructural description and material design Thumbnail

Hot Topics: Shape and Structure Of Materials - Applications of convnets to microstructural description and material design

Presenter
  • Daniela Ushizima
October 1, 2018
SLMath
Recent advances in high dimensional robust statistics Thumbnail

Recent advances in high dimensional robust statistics

Presenter
  • Daniel Kane
December 11, 2017
IAS