Videos

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Deep Learning for Combinatorial Optimization: count your flops and make your flops count! Thumbnail

Deep Learning for Combinatorial Optimization: count your flops and make your flops count!

Presenter
  • Wouter Kool
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
A Framework For Differentiable Discovery Of Graph Algorithms Thumbnail

A Framework For Differentiable Discovery Of Graph Algorithms

Presenter
  • Le Song
February 23, 2021
IPAM
Can ML Help in Solving Cargo Capacity Management Booking Control Problems? Thumbnail

Can ML Help in Solving Cargo Capacity Management Booking Control Problems?

Presenter
  • Emma Frejinger
February 23, 2021
IPAM
Neural network verification as piecewise linear optimization Thumbnail

Neural network verification as piecewise linear optimization

Presenter
  • Joseph Huchette
February 23, 2021
IPAM
Reinforcement Learning for Integer Programming: Learning to Cut Thumbnail

Reinforcement Learning for Integer Programming: Learning to Cut

Presenter
  • Yunhao Tang
February 23, 2021
IPAM
Scaling Up Exact Neural Network Compression by ReLU Stability Thumbnail

Scaling Up Exact Neural Network Compression by ReLU Stability

Presenter
  • Thiago Serra
February 23, 2021
IPAM
Structured ML Training via Conditional Gradients Thumbnail

Structured ML Training via Conditional Gradients

Presenter
  • Sebastian Pokutta
February 23, 2021
IPAM