Videos

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Vasilis Kontonis - Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension Thumbnail

Vasilis Kontonis - Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension

Presenter
  • Vasilis Kontonis
February 27, 2024
IPAM
Pasin Manurangasi - Complex Adversarially Robust Proper Learning of Halfspaces w/ Agnostic Noise Thumbnail

Pasin Manurangasi - Complex Adversarially Robust Proper Learning of Halfspaces w/ Agnostic Noise

Presenter
  • Pasin Manurangasi
February 27, 2024
IPAM
Thien Le - On the hardness of learning under symmetries - IPAM at UCLA Thumbnail

Thien Le - On the hardness of learning under symmetries - IPAM at UCLA

Presenter
  • Thien Le
February 27, 2024
IPAM
Mathematical aspects of equivariant neural networks Thumbnail

Mathematical aspects of equivariant neural networks

Presenter
  • Risi Kondor
December 11, 2023
IMSI

Filtering and residual bounds for Anderson acceleration

Presenter
  • Sara Pollock
July 25, 2023
ICERM
Tristan Bepler - Detection of objects in cryo-electron micrographs using geometric deep learning Thumbnail

Tristan Bepler - Detection of objects in cryo-electron micrographs using geometric deep learning

Presenter
  • Tristan Bepler
November 16, 2022
IPAM
Deep Gaussian Process Surrogates for Computer Experiments Thumbnail

Deep Gaussian Process Surrogates for Computer Experiments

Presenter
  • Robert Gramacy
August 31, 2022
IMSI
Learning in Graph Neural Networks Thumbnail

Learning in Graph Neural Networks

Presenter
  • Stefanie Jegelka
April 15, 2021
IMSI
Learning to Solve Inverse Problems in Imaging Thumbnail

Learning to Solve Inverse Problems in Imaging

Presenter
  • Rebecca Willett
April 23, 2020
IPAM
Generative and variational modeling for quantum many-body physics Thumbnail

Generative and variational modeling for quantum many-body physics

Presenter
  • Giuseppe Carleo
September 27, 2019
IPAM
Bridging Deep Neural Networks and Differential Equations for Image Analysis and Beyond Thumbnail

Bridging Deep Neural Networks and Differential Equations for Image Analysis and Beyond

Presenter
  • Bin Dong
May 1, 2019
IPAM
Learning to Solve Inverse Problems in Imaging Thumbnail

Learning to Solve Inverse Problems in Imaging

Presenter
  • Rebecca Willett
April 30, 2019
IPAM