Videos

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Stefanie Jegelka - Two aspects of learning algorithms: generalization under shifts & loss functions Thumbnail

Stefanie Jegelka - Two aspects of learning algorithms: generalization under shifts & loss functions

Presenter
  • Stefanie Jegelka
March 2, 2023
IPAM
Task structure and generalization in graph neural networks Thumbnail

Task structure and generalization in graph neural networks

Presenter
  • Stefanie Jegelka
February 25, 2021
IPAM
Optimizing Decomposable Submodular Functions Thumbnail

Optimizing Decomposable Submodular Functions

Presenter
  • Stefanie Jegelka
February 24, 2015
IMA
Representational Power of Graph Neural Networks Thumbnail

Representational Power of Graph Neural Networks

Presenter
  • Stefanie Jegelka
October 18, 2019
IAS
Learning in Graph Neural Networks Thumbnail

Learning in Graph Neural Networks

Presenter
  • Stefanie Jegelka
April 15, 2021
IMSI

Machine Learning for discrete optimization: Graph Neural Networks, generalization under shifts, and loss functions

Presenter
  • Stefanie Jegelka
April 26, 2023
ICERM

Dynamics and symmetries in neural network learning

Presenter
  • Stefanie Jegelka
June 8, 2023
ICERM