Sampling Beyond Log-concavity

Andrej Risteski
April 15, 2021

Learning in Graph Neural Networks

Stefanie Jegelka
April 15, 2021

Statistical Query Algorithms and Low-Degree Tests Are Almost Equivalent

Tselil Schramm
April 15, 2021

Computational Complexity of Learning ReLUs

Surbhi Goel
April 15, 2021

Learning from data under information constraints: Fundamental limits and applications

Jayadev Acharya
April 14, 2021

On Min-Max Optimization and Halpern Iteration

Jelena Diakonikolas
April 14, 2021

Chasing the Long Tail: What Neural Networks Memorize and Why

Vitaly Feldman
April 14, 2021

Sparse Random Features for Function Approximation

Rachel Ward
April 13, 2021

New Problems and Perspectives on Sampling, Memory, and Learning

Gregory Valiant
April 13, 2021