Topics in Mathematics of Data Science
The Sample-Computational Tradeo ff
Learning Using Local Membership Queries
Design of Electromechanical Robotic Systems
Principles of Digital Communication II
Theory
Faster and Sample Near-Optimal Algorithms for Proper Learning Mixtures of Gaussians
On Recent Trends in Extremely Large-Scale Convex Optimization
Concentration-Based Guarantees for Low-Rank Matrix Reconstruction
High-Dimensional Statistics