Videos

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Explaining and Understanding Non-linear Classifier Decisions with Application to Deep Learning Thumbnail

Explaining and Understanding Non-linear Classifier Decisions with Application to Deep Learning

Presenter
  • Klaus-Robert Müller
November 18, 2016
IPAM
Optimization, Learning, and Processes Thumbnail

Optimization, Learning, and Processes

Presenter
  • Stephen Wright
February 22, 2016
IMA
Implicitization techniques: easy algorithms, deep proofs Thumbnail

Implicitization techniques: easy algorithms, deep proofs

Presenter
  • Alicia Dickenstein
August 24, 2012
SLMath

The good, the bad and the ugly of deep learning in phylogenetics

Presenter
  • Claudia Solis-Lemus
November 20, 2024
ICERM

Spectrum of the Neural Tangent Kernel in a quadratic scaling

Presenter
  • Lucas Benigni
May 22, 2024
ICERM
Introductory Workshop: Algorithms, Fairness, and Equity: "Geometry of Deep Learning and Explainable ML" Thumbnail

Introductory Workshop: Algorithms, Fairness, and Equity: "Geometry of Deep Learning and Explainable ML"

Presenter
  • Anders Karlsson
August 30, 2023
SLMath
Market making and incentives design in the presence of a dark pool: a deep reinforcement learning approach Thumbnail

Market making and incentives design in the presence of a dark pool: a deep reinforcement learning approach

Presenter
  • Mathieu Rosenbaum
May 23, 2022
IMSI
Convergence of Empirical Measures, Mean-Field Games and Deep Learning Algorithms Thumbnail

Convergence of Empirical Measures, Mean-Field Games and Deep Learning Algorithms

Presenter
  • Ruimeng Hu
May 23, 2022
IMSI
Tutorial on Spectral and Graph ConvNets (Part 2/2) Thumbnail

Tutorial on Spectral and Graph ConvNets (Part 2/2)

Presenter
  • Xavier Bresson
March 15, 2019
IPAM
Tutorial on Spectral and Graph ConvNets (Part 1/2) Thumbnail

Tutorial on Spectral and Graph ConvNets (Part 1/2)

Presenter
  • Xavier Bresson
March 15, 2019
IPAM
LDMnet: low dimensional manifold regularized neural networks Thumbnail

LDMnet: low dimensional manifold regularized neural networks

Presenter
  • Wei Zhu
February 9, 2018
IPAM
Global Optimality in Matrix and Tensor Factorization, Deep Learning, and Beyond Thumbnail

Global Optimality in Matrix and Tensor Factorization, Deep Learning, and Beyond

Presenter
  • René Vidal
January 27, 2016
IMA