Area of research
Computational Mechanics · Computational Theory and Mathematics
Research interest
Research interests include Sparse and Compressive Sensing Techniques, Complexity and Algorithms in Graphs, Face and Expression Recognition, and Machine Learning and Algorithms.
Proximal methods for sparse optimal scoring and discriminant analysis
Classification of visual comprehension based on EEG data using sparse optimal scoring
Convex Optimization for the Densest Subgraph and Densest Submatrix Problems
Alternating direction method of multipliers for penalized zero-variance discriminant analysis
Exact Clustering of Weighted Graphs via Semidefinite Programming
Solving ptychography with a convex relaxation
Guaranteed Recovery of Planted Cliques and Dense Subgraphs by Convex Relaxation
A Leapfrog Strategy for Pursuit-Evasion in a Polygonal Environment
Derivatives of compound matrix valued functions