Videos

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Nonlinear optimal feedback control - a model-based learning approach Thumbnail

Nonlinear optimal feedback control - a model-based learning approach

Presenter
  • Qi Gong
March 30, 2020
IPAM
Feature purification: How adversarial training can perform robust deep learning Thumbnail

Feature purification: How adversarial training can perform robust deep learning

Presenter
  • Yuanzhi Li
March 16, 2020
IAS
Generalization Theory in Machine Learning Thumbnail

Generalization Theory in Machine Learning

Presenter
  • Adam Oberman
March 10, 2020
IPAM
Computational Contributions to Understanding Impaired Motivation and Effort in Psychosis Thumbnail

Computational Contributions to Understanding Impaired Motivation and Effort in Psychosis

Presenter
  • Deanna Barch
February 20, 2020
IPAM
Geometric Understanding of Supervised and Unsupervised Deep Learning for Biomedical Image Reconstruction Thumbnail

Geometric Understanding of Supervised and Unsupervised Deep Learning for Biomedical Image Reconstruction

Presenter
  • Jong Chul Ye
January 28, 2020
IPAM
Deep Learning and Modeling: Taking the Best out of Both Worlds Thumbnail

Deep Learning and Modeling: Taking the Best out of Both Worlds

Presenter
  • Gitta Kutyniok
January 28, 2020
IPAM
Computational Imaging: Reconciling Models and Learning Thumbnail

Computational Imaging: Reconciling Models and Learning

Presenter
  • Ulugbek Kamilov
January 28, 2020
IPAM
Representation and regression problems for molecular structure and dynamics Thumbnail

Representation and regression problems for molecular structure and dynamics

Presenter
  • Gabor Csanyi
November 22, 2019
IPAM
Innovating machine learning with near-term quantum computing Thumbnail

Innovating machine learning with near-term quantum computing

Presenter
  • Maria Schuld
November 20, 2019
IPAM
Understanding machine learning via exactly solvable statistical physics models Thumbnail

Understanding machine learning via exactly solvable statistical physics models

Presenter
  • Lenka Zdeborova
November 18, 2019
IPAM
Learning to learn, learning to forget Thumbnail

Learning to learn, learning to forget

Presenter
  • Pratyush Tiwary
October 18, 2019
IPAM
Universal Probabilistic Programming in Simulators Thumbnail

Universal Probabilistic Programming in Simulators

Presenter
  • Atilim Gunes Baydin
October 15, 2019
IPAM