Search Results for author: Borja Rodríguez Gálvez

Found 1 papers, 1 papers with code

The Convex Information Bottleneck Lagrangian

2 code implementations25 Nov 2019 Borja Rodríguez Gálvez, Ragnar Thobaben, Mikael Skoglund

In this paper, we (i) present a general family of Lagrangians which allow for the exploration of the IB curve in all scenarios; (ii) provide the exact one-to-one mapping between the Lagrange multiplier and the desired compression rate $r$ for known IB curve shapes; and (iii) show we can approximately obtain a specific compression level with the convex IB Lagrangian for both known and unknown IB curve shapes.

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