80 citations · 292 across the 37 of their papers we have counts for
37 papers
The Cardinality Bound on the Information Bottleneck Representations is Tight
Etam Benger, Shahab Asoodeh, Jun Chen
The information bottleneck (IB) method aims to find compressed representations of a variable that retain the most relevant information about a target variable . We show that…
A Shannon-Theoretic Approach to the Storage-Retrieval Tradeoff in PIR Systems
Chao Tian, Hua Sun, Jun Chen
We consider the storage-retrieval rate tradeoff in private information retrieval (PIR) systems using a Shannon-theoretic approach. Our focus is mostly on the canonical two-message…
On the Rate-Distortion-Perception Function
Jun Chen, Lei Yu, Jia Wang +3
Rate-distortion-perception theory generalizes Shannon's rate-distortion theory by introducing a constraint on the perceptual quality of the output. The perception constraint comple…
On Distributed Lossy Coding of Symmetrically Correlated Gaussian Sources
Siyao Zhou, Sadaf Salehkalaibar, Jingjing Qian +4
A distributed lossy compression network with encoders and a decoder is considered. Each encoder observes a source and sends a compressed version to the decoder. The decoder pro…
Universal Rate-Distortion-Perception Representations for Lossy Compression
George Zhang, Jingjing Qian, Jun Chen +1
In the context of lossy compression, Blau & Michaeli (2019) adopt a mathematical notion of perceptual quality and define the information rate-distortion-perception function, genera…
On Optimal Power Control for Energy Harvesting Communications with Lookahead
Ali Zibaeenejad, Shengtian Yang, Jun Chen
Consider the problem of power control for an energy harvesting communication system, where the transmitter is equipped with a finite-sized rechargeable battery and is able to look…