Spectral Clustering
Algorithmic Aspects of Machine Learning
Topics in Mathematics of Data Science
The Sample Complexity of Dictionary Learning
MAP Estimation with Perfect Graphs
Making centralized (graph) computation faster, distributed and (at times) better
Isoperimetric Cut on a Directed Graph
Active-Transductive Learning with Label-Adapted Kernels
Introduction to Bayesian Nonparametrics
Rhythms of Information Flow through Networks