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cs.IT2023
Information Bottleneck Revisited: Posterior Probability Perspective with Optimal Transport
Lingyi Chen, Shitong Wu, Wenhao Ye +5
Information bottleneck (IB) is a paradigm to extract information in one target random variable from another relevant random variable, which has aroused great interest due to its po…
math.CO2023
Phase Transitions of Structured Codes of Graphs
Bo Bai, Yu Gao, Jie Ma +1
We consider the symmetric difference of two graphs on the same vertex set , which is the graph on whose edge set consists of all edges that belong to exactly one of the…
cs.IT2023
Computation of Rate-Distortion-Perception Functions With Wasserstein Barycenter
Chunhui Chen, Xueyan Niu, Wenhao Ye +4
The nascent field of Rate-Distortion-Perception (RDP) theory is seeing a surge of research interest due to the application of machine learning techniques in the area of lossy compr…