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08/22/2023
Information Bottleneck Revisited: Posterior Probability Perspective with Optimal Transport
Information bottleneck (IB) is a paradigm to extract information in one ...
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05/04/2023
Variations on a Theme by Blahut and Arimoto
The Blahut-Arimoto (BA) algorithm has played a fundamental role in the n...
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12/20/2022
A Communication Optimal Transport Approach to the Computation of Rate Distortion Functions
In this paper, we propose a new framework named Communication Optimal Tr...
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11/23/2022
Research on Data Fusion Algorithm Based on Deep Learning in Target Tracking
Aiming at the limitation that deep long and short-term memory network(DL...
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08/16/2022
An Optimal Transport Approach to the Computation of the LM Rate
Mismatch capacity characterizes the highest information rate for a chann...
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08/12/2022
Semantic Compression with Side Information: A Rate-Distortion Perspective
We consider the semantic rate-distortion problem motivated by task-orien...
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08/01/2020