Videos

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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
Statistical Mechanics of Deep Manifolds: Mean Field Geometry in High Dimension Thumbnail

Statistical Mechanics of Deep Manifolds: Mean Field Geometry in High Dimension

Presenter
  • Haim Sompolinsky
November 19, 2019
IPAM
Cyclic harmonic bundles on noncompact surfaces Thumbnail

Cyclic harmonic bundles on noncompact surfaces

Presenter
  • Qiongling Li
November 19, 2019
SLMath
The realization problem for twisted quadratic differentials (dilation surfaces) Thumbnail

The realization problem for twisted quadratic differentials (dilation surfaces)

Presenter
  • Jane Wang
November 19, 2019
SLMath
Quantum annealing and machine learning - new directions of quantum Thumbnail

Quantum annealing and machine learning - new directions of quantum

Presenter
  • Masayuki Ohzeki
November 19, 2019
IPAM
High-dimensional cost landscape and gradient descent in Tensor PCA and its generalisations Thumbnail

High-dimensional cost landscape and gradient descent in Tensor PCA and its generalisations

Presenter
  • Chiara Cammarota
November 19, 2019
IPAM
Which is worse: a weak signal lost in entropy or trapping by topological complexity? Thumbnail

Which is worse: a weak signal lost in entropy or trapping by topological complexity?

Presenter
  • Gerard Ben Arous
November 19, 2019
IPAM
The Euler characteristic of moduli spaces of meromorphic differentials Thumbnail

The Euler characteristic of moduli spaces of meromorphic differentials

Presenter
  • Martin Moeller
November 19, 2019
SLMath
Energy-Based Self-Supervised Learning Thumbnail

Energy-Based Self-Supervised Learning

Presenter
  • Yann LeCun
November 19, 2019
IPAM
Constraint Satisfaction Problems and Probabilistic Combinatorics I Thumbnail

Constraint Satisfaction Problems and Probabilistic Combinatorics I

Presenter
  • Fotios Illiopoulos
November 19, 2019
IAS