69 citations · 176 across the 37 of their papers we have counts for
5 papers · 1 filter
Information Extraction Under Privacy Constraints
Shahab Asoodeh, Mario Diaz, Fady Alajaji +1
A privacy-constrained information extraction problem is considered where for a pair of correlated discrete random variables governed by a given joint distribution, an agent…
On Maximal Correlation, Mutual Information and Data Privacy
Shahab Asoodeh, Fady Alajaji, Tamás Linder
The rate-privacy function is defined in \cite{Asoodeh} as a tradeoff between privacy and utility in a distributed private data system in which both privacy and utility are measured…
Notes on Information-Theoretic Privacy
Shahab Asoodeh, Fady Alajaji, Tamás Linder
We investigate the tradeoff between privacy and utility in a situation where both privacy and utility are measured in terms of mutual information. For the binary case, we fully cha…
Lossless Secure Source Coding: Yamamoto's Setting
Shahab Asoodeh, Fady Alajaji, Tamás Linder
Given a private source of information, and a public correlated source, , we study the problem of encoding the two-dimensional source into an index such…
Asymptotic Optimality of Finite Approximations to Markov Decision Processes with Borel Spaces
Naci Saldi, Serdar Yüksel, Tamás Linder
Calculating optimal policies is known to be computationally difficult for Markov decision processes (MDPs) with Borel state and action spaces. This paper studies finite-state appro…