59 citations · 164 across the 56 of their papers we have counts for
12 papers · 1 filter
Reinforcement Learning for Near-Optimal Design of Zero-Delay Codes for Markov Sources
Liam Cregg, Tamas Linder, Serdar Yuksel
In the classical lossy source coding problem, one encodes long blocks of source symbols that enables the distortion to approach the ultimate Shannon limit. Such a block-coding appr…
Signaling Games in Multiple Dimensions: Geometric Properties of Equilibrium Solutions
Ertan Kazıklı, Sinan Gezici, Serdar Yüksel
Signaling game problems investigate communication scenarios where encoder(s) and decoder(s) have misaligned objectives due to the fact that they either employ different cost functi…
Zero-Delay Lossy Coding of Linear Vector Markov Sources: Optimality of Stationary Codes and Near Optimality of Finite Memory Codes
Meysam Ghomi, Tamas Linder, Serdar Yuksel
Optimal zero-delay coding (quantization) of -valued linearly generated Markov sources is studied under quadratic distortion. The structure and existence of determinis…
Quadratic Signaling with Prior Mismatch at an Encoder and Decoder: Equilibria, Continuity and Robustness Properties
Ertan Kazıklı, Serkan Sarıtaş, Sinan Gezici +1
We consider communications through a Gaussian noise channel between an encoder and a decoder which have subjective probabilistic models on the source distribution. Although they co…
Signaling Games for Log-Concave Distributions: Number of Bins and Properties of Equilibria
Ertan Kazıklı, Serkan Sarıtaş, Sinan Gezici +2
We investigate the equilibrium behavior for the decentralized cheap talk problem for real random variables and quadratic cost criteria in which an encoder and a decoder have misali…
Quadratic Privacy-Signaling Games and the MMSE Information Bottleneck Problem for Gaussian Sources
Ertan Kazıklı, Sinan Gezici, Serdar Yüksel
We investigate a privacy-signaling game problem in which a sender with privacy concerns observes a pair of correlated random vectors which are modeled as jointly Gaussian. The send…