Videos

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From stochastic gradient descent to Wasserstein gradient flows Thumbnail

From stochastic gradient descent to Wasserstein gradient flows

Presenter
  • Andrea Montanari
May 8, 2020
SLMath
Analysis of Gradient Descent on Wide Two-Layer ReLU Neural Networks Thumbnail

Analysis of Gradient Descent on Wide Two-Layer ReLU Neural Networks

Presenter
  • Lenaic Chizat
May 8, 2020
SLMath
Neural Circuit Modeling of Large-Scale Brain Dynamics for Computational Psychiatry Thumbnail

Neural Circuit Modeling of Large-Scale Brain Dynamics for Computational Psychiatry

Presenter
  • John Murray
February 21, 2020
IPAM
Neural Models for Speech and Language: Successes, Challenges, and the Relationship to Computational Models of the Brain Thumbnail

Neural Models for Speech and Language: Successes, Challenges, and the Relationship to Computational Models of the Brain

Presenter
  • Michael Collins
October 16, 2019
IAS
Neural Networks as Sparsity Enforcing Algorithms Thumbnail

Neural Networks as Sparsity Enforcing Algorithms

Presenter
  • Jeremias Sulam
May 20, 2019
IPAM
Neural processing with multi-hop attention Thumbnail

Neural processing with multi-hop attention

Presenter
  • Arthur Szlam
March 14, 2019
IPAM

Tensorial Neural Networks - Generalization of Neural Networks and Application to Model Compression

Presenter
  • Furong Huang
February 22, 2019
ICERM

Improvements and extensions to the K-FAC method for training neural nets

Presenter
  • James Martens
February 21, 2019
ICERM
A practical guide to deep learning Thumbnail

A practical guide to deep learning

Presenter
  • Richard Zemel
November 21, 2017
IAS

Neural net word embeddings: What was old is new again

Presenter
  • Jeremy Bellay
October 6, 2017
IMA
Feedforward, lateral and feedback interactions s in visual cortex Thumbnail

Feedforward, lateral and feedback interactions s in visual cortex

Presenter
  • Alessandra Angelucci
October 6, 2015
SLMath
Macroscopic Activity of Large-scale Stochastic Networks Thumbnail

Macroscopic Activity of Large-scale Stochastic Networks

Presenter
  • Jonathan Touboul
May 17, 2013
IMA