The Mysteries of Adversarial Robustness for Non-parametric Methods and Neural Networks

Kamalika Chaudhuri
April 16, 2021

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