09-Jan Justin Gilmer Google Brain
The Robustness Problem
16-Jan Umesh Vazirani UC Berkeley
Theoretical Reflections on Quantum Supremacy
23-Jan Balaji Prabhakar Stanford
Self-Programming Networks: Applications to Financial Trading Systems
30-Jan C.-C. Jay Kuo USC
From Feedforward-Designed Convolutional Neural Networks (FF-CNNs) to Successive Subspace Learning (SSL)
06-Feb Sébastien Bubeck Microsoft Research Redmond
How to trap a gradient flow
13-Feb Scott Linderman Stanford
Recurrent Switching Linear Dynamical Systems for Neural and Behavioral Analysis
20-Feb Francesco Bullo UC Santa Barbara
Network Systems, Kuramoto Oscillators, and Synchronous Power Flow
27-Feb Christos Thrampoulidis UC Santa Barbara
Empirical Risk Minimization in High-dimensions: Asymptotics, Optimality and Double Descent
05-Mar Henry Arguello Fuentes Universidad Industrial de Santander
Codification Design in Compressive Imaging
12-Mar Daniel Russo Columbia
[CANCELLED] Global Optimality Guarantees for Policy Gradient Methods