Sudeep Kamath
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Postdoctoral Researcher ContactC326, Engineering Quadrangle |
About me
I am a postdoctoral researcher with the Center for Science of Information.
My research interests lie in information theory and learning.
My Curriculum Vitae can be found here.
Recent update
Presented a tutorial on Concentration of Measure at the CIRM school in Marseille, France
from January 25-29, 2016. The slides are here: Day 1, Day 2, Day 3, Day 4.
(Please note that a substantial part of the presentations were done on the board and that
some of that material may not be present in the slides. Talk videos are available here.)
Selected publications
Sudeep Kamath, Sergio Verdú
Estimation of entropy rate and Rényi entropy rate for Markov chains [pdf]
(submitted to the International Symposium on Information Theory 2016)
Sudeep Kamath, Alon Orlitsky, Dheeraj Pichapati, Ananda Theertha Suresh
On Learning Distributions from their Samples [pdf]
Conference on Learning Theory 2015, Paris, France.
Venkat Anantharam, Amin Aminzadeh Gohari, Sudeep Kamath, Chandra Nair
On Hypercontractivity and a Data Processing Inequality [pdf]
International Symposium on Information Theory 2014, Honolulu, Hawaii.
Sudeep Kamath, Sreeram Kannan, Pramod Viswanath
Network Capacity Under Traffic Symmetry: Wireline and Wireless Networks [pdf]
IEEE Transactions on Information Theory, vol. 60, no. 9, pp. 5457 - 5469, September 2014.
Sudeep Kamath, Young-Han Kim
Chop and Roll: Improving the Cutset Bound [pdf]
Proceedings of the 52nd Annual Allerton Conference on Communications, Control and Computing 2014, Monticello, Illinois.
Chandra Chekuri, Sudeep Kamath, Sreeram Kannan, Pramod Viswanath
Delay-constrained unicast and the triangle-cast problem [pdf]
International Symposium on Information Theory 2015, Hong Kong
Sudeep Kamath, Chandra Nair
The strong data processing constant for sums of i.i.d. random variables [pdf]
International Symposium on Information Theory 2015, Hong Kong