I am interested in extending latent topic models (e.g., Latent Dirichlet Allocation) in order to exploit side information, domain knowledge, or other forms of partial supervision. The goal of this work is to enhance the usefulness of the learned topics for applications in domains such as natural language processing, statistical debugging, and computational biology. Please see my publications page for more information.