Videos

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Amira Abbas - On quantum backpropagation and information reuse - IPAM at UCLA Thumbnail

Amira Abbas - On quantum backpropagation and information reuse - IPAM at UCLA

Presenter
  • Amira Abbas
October 20, 2023
IPAM

Transfer learning for surrogate models of PDEs

Presenter
  • Adrienne Propp
June 6, 2023
ICERM
Decision-Aware Learning for Global Health Supply Chains Thumbnail

Decision-Aware Learning for Global Health Supply Chains

Presenter
  • Hamsa Bastani
April 3, 2023
IMSI
Sampling Strategies for Training Machine Learning Emulators of Gravity Wave Thumbnail

Sampling Strategies for Training Machine Learning Emulators of Gravity Wave

Presenter
  • Minah Yang
November 2, 2022
IMSI
DISTRIBUTIONALLY ROBUST LEARNING OVER DEEP NEURAL NETWORKS AND THEIR ASSOCIATED REGULARIZED RISK Thumbnail

DISTRIBUTIONALLY ROBUST LEARNING OVER DEEP NEURAL NETWORKS AND THEIR ASSOCIATED REGULARIZED RISK

Presenter
  • Camilo Garcia Trillos
May 24, 2022
IMSI
Mi-Song Dupuy - Sparse and symmetry-preserving compression of matrix product operators Thumbnail

Mi-Song Dupuy - Sparse and symmetry-preserving compression of matrix product operators

Presenter
  • Mi-Song Dupuy
May 4, 2022
IPAM
Chain Tensor Network: Instability and how to deal with it Thumbnail

Chain Tensor Network: Instability and how to deal with it

Presenter
  • Anh-Huy Phan
May 4, 2021
IPAM
Learning Geometry Thumbnail

Learning Geometry

Presenter
  • Ron Kimmel
February 22, 2021
IPAM
From stochastic gradient descent to Wasserstein gradient flows Thumbnail

From stochastic gradient descent to Wasserstein gradient flows

Presenter
  • Andrea Montanari
May 8, 2020
SLMath
Active learning and experimental design - who should we test? Thumbnail

Active learning and experimental design - who should we test?

Presenter
  • Eldad Haber
April 21, 2020
IPAM
Tradeoffs between Robustness and Accuracy Thumbnail

Tradeoffs between Robustness and Accuracy

Presenter
  • Percy Liang
April 16, 2020
IAS
Your Brain on Energy-Based Models: Applying and Scaling EBMs to Problems of Interest to the Machine Learning Community Today Thumbnail

Your Brain on Energy-Based Models: Applying and Scaling EBMs to Problems of Interest to the Machine Learning Community Today

Presenter
  • Will Grathwohl
March 10, 2020
IAS