Videos

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Task structure and generalization in graph neural networks Thumbnail

Task structure and generalization in graph neural networks

Presenter
  • Stefanie Jegelka
February 25, 2021
IPAM
Decision-focused learning: integrating downstream combinatorics in ML Thumbnail

Decision-focused learning: integrating downstream combinatorics in ML

Presenter
  • Bistra Dilkina
February 25, 2021
IPAM
Discrete Optimal Transport by Parallel Network Simplex Thumbnail

Discrete Optimal Transport by Parallel Network Simplex

Presenter
  • Stefano Gualandi
February 25, 2021
IPAM
How much data is sufficient to learn high-performing algorithms? Thumbnail

How much data is sufficient to learn high-performing algorithms?

Presenter
  • Ellen Vitercik
February 24, 2021
IPAM
Solving SDPs by using sparse PCA Thumbnail

Solving SDPs by using sparse PCA

Presenter
  • Santanu Dey
February 24, 2021
IPAM
Exact Combinatorial Optimization with Graph Convolutional Neural Networks Thumbnail

Exact Combinatorial Optimization with Graph Convolutional Neural Networks

Presenter
  • Laurent Charlin
February 24, 2021
IPAM
On Sparse Linear Programming and (simple) neural networks Thumbnail

On Sparse Linear Programming and (simple) neural networks

Presenter
  • Joan Bruna
February 24, 2021
IPAM
Solving Mixed Integer Programs Using Neural Networks Thumbnail

Solving Mixed Integer Programs Using Neural Networks

Presenter
  • Vinod Nair
February 24, 2021
IPAM
Reasoning on Natural Inputs Thumbnail

Reasoning on Natural Inputs

Presenter
  • Petar Velickovic
February 23, 2021
IPAM