Dimensionality Reduction
Convex Relaxation and Estimation of High-Dimensional Matrices
Lecture 6: (Generalized) Linear-Fractional Program
Topics in Mathematics of Data Science
Matrix Completion via Convex Optimization: Theory and Algorithms
Probabilistic Approaches for Computational Biology and Medicine
High-Dimensional Statistics
Deep Natural Language Understanding
Modeling fMRI Dynamics
Matrix Computations in Machine Learning