Videos

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Partial Differential Equations Approaches to Optimization and Regularization of Deep Neural Networks

Presenter
  • Adam Oberman
November 2, 2018
ICERM
Deep Learning for Science: current status and future directions Thumbnail

Deep Learning for Science: current status and future directions

Presenter
  • Mr Prabhat
September 18, 2018
IPAM
Deep Learning for Scientific Computing: Recent Success, challenges, and next steps Thumbnail

Deep Learning for Scientific Computing: Recent Success, challenges, and next steps

Presenter
  • Brian Van Essen
September 18, 2018
IPAM
Deep Learning-Based Numerical Methods for High-Dimensional Stochastic Control Problems and Parabolic PDEs Thumbnail

Deep Learning-Based Numerical Methods for High-Dimensional Stochastic Control Problems and Parabolic PDEs

Presenter
  • Jiequn Han
May 9, 2018
IMA
Deep Spatial Learning for Forensic Geolocation with Microbiome Data Thumbnail

Deep Spatial Learning for Forensic Geolocation with Microbiome Data

Presenter
  • Brian Reich
April 25, 2018
IMA
Using Simulations for Weak Supervised Learning: A ChemNet for Transferable Chemical Property Prediction Thumbnail

Using Simulations for Weak Supervised Learning: A ChemNet for Transferable Chemical Property Prediction

Presenter
  • Garrett Goh
March 8, 2018
IMA
Interpretable Deep Learning Models for Forecasting Thumbnail

Interpretable Deep Learning Models for Forecasting

Presenter
  • Yan Liu
February 22, 2018
IMA
Deep Learning: Approximation of functions by composition Thumbnail

Deep Learning: Approximation of functions by composition

Presenter
  • Zuowei Shen
February 9, 2018
IPAM
Deep Architecture for Sets and Its Application to Multi-agent Communication Thumbnail

Deep Architecture for Sets and Its Application to Multi-agent Communication

Presenter
  • Sainbayar Sukhbaatar
February 9, 2018
IPAM
Deep functional maps: intrinsic structured prediction for dense shape correspondence Thumbnail

Deep functional maps: intrinsic structured prediction for dense shape correspondence

Presenter
  • Michael Bronstein
February 9, 2018
IPAM
Deep Geometric Matrix Completion: a Geometric Deep Learning approach to Recommender Systems Thumbnail

Deep Geometric Matrix Completion: a Geometric Deep Learning approach to Recommender Systems

Presenter
  • Federico Monti
February 7, 2018
IPAM
Deep Generative Networks as Inverse Problems Thumbnail

Deep Generative Networks as Inverse Problems

Presenter
  • Stéphane Mallat
February 6, 2018
IPAM