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cs.IT2023★ 3 cited
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…
cs.IT2023
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…