Videos

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Shaowei Lin - Singular Learning, Relative Information and the Dual Numbers - IPAM at UCLA Thumbnail

Shaowei Lin - Singular Learning, Relative Information and the Dual Numbers - IPAM at UCLA

Presenter
  • Shaowei Lin
October 16, 2024
IPAM
Anatole von Lilienfeld - Go EAST, young scientist - First principles view on chemical compound space Thumbnail

Anatole von Lilienfeld - Go EAST, young scientist - First principles view on chemical compound space

Presenter
  • Anatole von Lilienfeld
January 27, 2023
IPAM
Rafael Gomez Bombarelli - End-to-end learning and auto-differentiation: forces, uncertainties, etc. Thumbnail

Rafael Gomez Bombarelli - End-to-end learning and auto-differentiation: forces, uncertainties, etc.

Presenter
  • Rafael Gomez-Bombarelli
January 24, 2023
IPAM
Cecelia Clementi - Coarse-graining classical and quantum systems - IPAM at UCLA Thumbnail

Cecelia Clementi - Coarse-graining classical and quantum systems - IPAM at UCLA

Presenter
  • Cecelia Clementi
January 23, 2023
IPAM
Learning in Graph Neural Networks Thumbnail

Learning in Graph Neural Networks

Presenter
  • Stefanie Jegelka
April 15, 2021
IMSI
Towards Robust Artificial Intelligence Thumbnail

Towards Robust Artificial Intelligence

Presenter
  • Pushmeet Kohli
April 15, 2020
IAS
Learning Shape Templates using Structured Implicit Functions Thumbnail

Learning Shape Templates using Structured Implicit Functions

Presenter
  • Thomas Funkhouser
April 18, 2019
IPAM
Simultaneous exploring and learning PES Thumbnail

Simultaneous exploring and learning PES

Presenter
  • Alexander Shapeev
October 31, 2017
IPAM
Asynchronous Optimization in Networks: Novel Algorithms and Improved Performance Bounds Thumbnail

Asynchronous Optimization in Networks: Novel Algorithms and Improved Performance Bounds

Presenter
  • Mikael Johansson
October 21, 2015
IMA
Optimization Methods for Machine Learning Thumbnail

Optimization Methods for Machine Learning

Presenter
  • Stephen Wright
July 20, 2015
IPAM
Implicit and Explicit Regularization in Deep Neural Networks Thumbnail

Implicit and Explicit Regularization in Deep Neural Networks

Presenter
  • Babak Hassibi
May 18, 2021
IPAM
Challenges in Machine Learning Systems Thumbnail

Challenges in Machine Learning Systems

Presenter
  • Rajat Monga
November 5, 2018
IPAM