Videos

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Graph neural networks for combinatorial optimization problems Thumbnail

Graph neural networks for combinatorial optimization problems

Presenter
  • Soledad Villar
November 21, 2019
IPAM
Higher Teichmüller spaces and Anosov representations Thumbnail

Higher Teichmüller spaces and Anosov representations

Presenter
  • Anna Wienhard
November 21, 2019
SLMath
Machine learning with neural networks: the importance of data structure Thumbnail

Machine learning with neural networks: the importance of data structure

Presenter
  • Marc Mezard
November 21, 2019
IPAM
Meanders and holomorphic differentials Thumbnail

Meanders and holomorphic differentials

Presenter
  • Vincent Delecroix
November 21, 2019
SLMath
Canonical integral models of Shimura varieties Thumbnail

Canonical integral models of Shimura varieties

Presenter
  • George Pappas
November 21, 2019
IAS
Boltzmann Trees: a physically inspired randomization for robust modeling of physical data Thumbnail

Boltzmann Trees: a physically inspired randomization for robust modeling of physical data

Presenter
  • Maxwell Hutchinson
November 20, 2019
IPAM
Innovating machine learning with near-term quantum computing Thumbnail

Innovating machine learning with near-term quantum computing

Presenter
  • Maria Schuld
November 20, 2019
IPAM
On the existence of wide flat minima in neural network landscapes: analytic and algorithm approaches Thumbnail

On the existence of wide flat minima in neural network landscapes: analytic and algorithm approaches

Presenter
  • Carlo Baldassi
November 20, 2019
IPAM
Deep learning as a toy model of the 1/N-expansion and renormalization Thumbnail

Deep learning as a toy model of the 1/N-expansion and renormalization

Presenter
  • Daniel Roberts
November 20, 2019
IPAM
Evidence of local entropy optimization in machine learning, physics and neuroscience Thumbnail

Evidence of local entropy optimization in machine learning, physics and neuroscience

Presenter
  • Riccardo Zecchina
November 20, 2019
IPAM
Nonconvex Minimax Optimization Thumbnail

Nonconvex Minimax Optimization

Presenter
  • Chi Jin
November 20, 2019
IAS
Unique and 2:2 Games, Grassmannians, and Expansion Thumbnail

Unique and 2:2 Games, Grassmannians, and Expansion

Presenter
  • Irit Dinur
November 20, 2019
IAS