103 citations · 258 across the 42 of their papers we have counts for
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The Lossy Common Information of Correlated Sources
Kumar Viswanatha, Emrah Akyol, Kenneth Rose
The two most prevalent notions of common information (CI) are due to Wyner and Gacs-Korner and both the notions can be stated as two different characteristic points in the lossless…
A Deterministic Annealing Optimization Approach for Witsenhausen's and Related Decentralized Control Settings
Mustafa Mehmetoglu, Emrah Akyol, Kenneth Rose
This paper studies the problem of mapping optimization in decentralized control problems. A global optimization algorithm is proposed based on the ideas of ``deterministic annealin…
A Deterministic Annealing Approach to Witsenhausen's Counterexample
Mustafa Mehmetoglu, Emrah Akyol, Kenneth Rose
This paper proposes a numerical method, based on information theoretic ideas, to a class of distributed control problems. As a particular test case, the well-known and numerically…