← Ravi Tandon tandonr@arizona.edu

Research

My research is organized around four connected themes: privacy and security, trustworthy AI/ML, efficient AI systems, and information theory. Across these themes, I am interested in developing mathematical foundations, algorithms, and practical systems for AI that are reliable, private, efficient, and grounded in fundamental limits.

Privacy & Security

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Secure Source coding with a Helper

R. Tandon, S. Ulukus, and K. Ramchandran
47th Annual Allerton Conference on Communications, Control and Computing, Monticello, IL, Sep. 2009.

Trustworthy AI/ML

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Efficient AI Systems

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Information Theory

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FAID Diversity via Neural Networks

X. Xiao, N. Raveendran, B. Vasic, S. Lin and R. Tandon
IEEE 11th International Symposium on Topics in Coding (ISTC), Montreal, Canada, September, 2021.