Videos

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Statistical modeling and missing data Thumbnail

Statistical modeling and missing data

Presenter
  • Rod Little
September 8, 2020
IAS
Gradient descent, Stochastic gradient descent, and acceleration Thumbnail

Gradient descent, Stochastic gradient descent, and acceleration

Presenter
  • Adam Oberman
March 10, 2020
IPAM
Momentum in Stochastic Gradient Descent and Deep Neural Nets Thumbnail

Momentum in Stochastic Gradient Descent and Deep Neural Nets

Presenter
  • Bao Wang
January 29, 2020
IPAM
An Optimal Transportation (OT) View of Generative Adversarial Networks (GANs) (Part 2/2) Thumbnail

An Optimal Transportation (OT) View of Generative Adversarial Networks (GANs) (Part 2/2)

Presenter
  • David Xianfeng Gu
March 13, 2019
IPAM
An Optimal Transportation (OT) View of Generative Adversarial Networks (GANs) (Part 1/2) Thumbnail

An Optimal Transportation (OT) View of Generative Adversarial Networks (GANs) (Part 1/2)

Presenter
  • David Xianfeng Gu
March 13, 2019
IPAM
Convolutional neural networks in phase space and inverse problems for nonlinear wave equations Thumbnail

Convolutional neural networks in phase space and inverse problems for nonlinear wave equations

Presenter
  • Yiran Wang
January 30, 2019
IPAM
Nonlinear dimensionality reduction for faster kernel methods in machine learning. Thumbnail

Nonlinear dimensionality reduction for faster kernel methods in machine learning.

Presenter
  • Christopher Musco
February 12, 2018
IAS
Keynote: Recent advances in outcome weighted learning for precision medicine Thumbnail

Keynote: Recent advances in outcome weighted learning for precision medicine

Presenter
  • Michael Kosorok
September 15, 2017
IMA
Culture Analytics and the Humanities: Literary and Cultural Data Thumbnail

Culture Analytics and the Humanities: Literary and Cultural Data

Presenter
  • Timothy Tangherlini
March 10, 2016
IPAM
Personalized Rank Aggregation Thumbnail

Personalized Rank Aggregation

Presenter
  • Sahand Negahban
May 21, 2015
IMA
Finding patterns and drawing maps in the configuration space of materials and molecules Thumbnail

Finding patterns and drawing maps in the configuration space of materials and molecules

Presenter
  • Michele Ceriotti
February 23, 2015
IPAM
Cesar Uribe - Decentralized Optimal Transport and Barycenters: Algorithms, Quantization, and Equity Thumbnail

Cesar Uribe - Decentralized Optimal Transport and Barycenters: Algorithms, Quantization, and Equity

Presenter
  • Cesar Uribe
May 19, 2025
IPAM