cs.IT · 2026-08-12 · No. 82
Information Theory, 2026-08-12.
1 new papers in cs.IT. Titles, authors,
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01 — The papers
1 entries-
01
Information Bottleneck under Perfect Privacy
Junle Zhong, Mohamad Assaad, Sreejith Sreekumar
cs.IT · cs.LG
In this work, we study the information bottleneck under perfect privacy, with particular emphasis on the active-rate regime, where the representation-rate constraint is binding and directly limits the achievable utility. The goal is to construct a representation that preserves utility-relevant information while remaining statistically independent of a sensitive variable. This exact independence requirement introduces an additional constraint...
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