154 citations · 1.3k across the 48 of their papers we have counts for
Showing 2009 · cs.ITShow all
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cs.IT2009★ 35 cited
Entropy and set cardinality inequalities for partition-determined functions
Mokshay Madiman, Adam Marcus, Prasad Tetali
A new notion of partition-determined functions is introduced, and several basic inequalities are developed for the entropy of such functions of independent random variables, as wel…
cs.IT2009★ 129 cited
Information Inequalities for Joint Distributions, with Interpretations and Applications
Mokshay Madiman, Prasad Tetali
Upper and lower bounds are obtained for the joint entropy of a collection of random variables in terms of an arbitrary collection of subset joint entropies. These inequalities gene…