Kejun Huang


Kejun Huang

Assistant Professor
Department of Computer and Information Science and Engineering
University of Florida

Office: CSE E342
Google Scholar
Curriculum Vitae

Research Interests

I'm interested in the general area of Machine Learning, Signal Processing, Optimization, and Statistics. Some specific topics include:

  • Latent variable models with identifiability guarantees, which enables us to discover patterns in an unsupervised fashion, including nonnegative matrix factorization and tensor decomposition.

  • Non-convex optimization algorithms that are computationally efficient and (hopefully) with optimality guarantees.

  • Applications in various areas, including data analytics, natural language processing, and computer vision.