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Fady Alajaji, P. Eng.


Professor, Mathematics and Engineering

Department of Mathematics and Statistics
Queen's University at Kingston
Kingston, Ontario, Canada, K7L 3N6
Phone: (613) 533-2423; Fax: (613) 533-2964
E-mail: fa@queensu.ca

Research group: Communications and Information Theory (Applied Mathematics)

picture of me

Research Interests

My primary research interests belong to the general area of information theory and communications. 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 effective coding techniques and algorithms for achieving reliable data transmission over wireless networks.

More recently, I have developed an interest in information bottleneck problems, data privacy and the use of information-theoretic methods in machine learning, in particular, generative-adversarial 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 modeling and analysis of network epidemics, game theory, and effective bounds for the probability of a union of events under partial information.


Research Publications

Biography

Teaching

Undergraduate Students

Graduate Students

Post-Doctoral Fellows

Event Organizations and Committees

Math. & Eng. Communications and Information Theory Group