Research

Research Interests

Sparse signal processing, signal processing for machine learning, linear inverse problems, bilinear/multilinear inverse problems, wireless communications, random matrix theory, and their applications.

Sparse Bilinear Inverse Problems
  • Super-Resolution
  • Dictionary Learning
  • Low-Rank Matrix Recovery
Sparse Linear Inverse Problems
  • Compressed Sensing