|Office:||Jeffery Hall, Rm. 402|
|Research:||Information theory, communication theory, data compression, joint source-channel coding, applied probability, machine learning|
Degrees & Accolades:
Ph.D. (University of Maryland, College Park)
My primary research interests belong to the general area of information and communication theory.
More specifically, I am interested in the coding of information-bearing signals for transmission over noisy communication networks. This problem is addressed at two levels. One objective is to understand and investigate the Shannon theoretic aspect of this problem -- i.e., to determine the fundamental limits of how efficiently one can encode information and still be able to recover it with negligible loss. Another vital objective is to develop efficient coding techniques and algorithms for achieving reliable data transmission over wireless networks.
I also have a long-standing interest in probability problems and their applications, including random processes with reinforcement, contagion models and generalized Polya urns, stochastic modelling and analysis of network epidemics, game theory, and effective bounds for the probability of a union of events under partial information.