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Strongly log concave polynomials, high dimensional simplicial complexes, and an FPRAS for counting Bases of Matroids
Presenter
- Shayan Oveis Gharan
February 25, 2019
IAS
Tensorial Neural Networks - Generalization of Neural Networks and Application to Model Compression
Presenter
- Furong Huang
February 22, 2019
ICERM
Learning Spatial Common Sense with Geometry-Aware Deep Networks
Presenter
- Katerina Fragkiadaki
February 22, 2019
ICERM
Over-parameterized nonlinear learning - Gradient descent follows the shortest path
Presenter
- Mahdi Soltanolkotabi
February 22, 2019
ICERM
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
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