Videos

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Over-parameterized nonlinear learning - Gradient descent follows the shortest path

Presenter
  • Mahdi Soltanolkotabi
February 22, 2019
ICERM

Reconstructing Animals (Human and Non-Human)

Presenter
  • David Jacobs
February 21, 2019
ICERM
Arithmetic and the representation theory of fundamental groups Thumbnail

Arithmetic and the representation theory of fundamental groups

Presenter
  • Daniel Litt
February 21, 2019
IPAM

On the Power of Curriculum Learning in Training Deep Networks

Presenter
  • Daphna Weinshall
February 21, 2019
ICERM
Finite Groups of Low Essential Dimension Thumbnail

Finite Groups of Low Essential Dimension

Presenter
  • Alexander Duncan
February 21, 2019
IPAM
Braids, hyperplane arrangements, and Milnor fibrations Thumbnail

Braids, hyperplane arrangements, and Milnor fibrations

Presenter
  • Alexander Suciu
February 21, 2019
IPAM

The Information Bottleneck theory of Deep Learning and the computational benefit of the hidden layers

Presenter
  • Naftali Tishby
February 21, 2019
ICERM

Gradient descent aligns the layers of deep linear networks

Presenter
  • Matus Telgarsky
February 21, 2019
ICERM
Monodromy of Kodaira fibrations and moduli of abelian varieties Thumbnail

Monodromy of Kodaira fibrations and moduli of abelian varieties

Presenter
  • Laure Flapan
February 21, 2019
IPAM
Resolvent Degree and the Search for Lower Bounds Thumbnail

Resolvent Degree and the Search for Lower Bounds

Presenter
  • Jesse Wolfson
February 21, 2019
IPAM

Improvements and extensions to the K-FAC method for training neural nets

Presenter
  • James Martens
February 21, 2019
ICERM
Plateau’s problem as a capillarity problem Thumbnail

Plateau’s problem as a capillarity problem

Presenter
  • Francesco Maggi
February 21, 2019
IAS