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Found 3 papers, 0 papers with code
Chaining Mutual Information and Tightening Generalization Bounds
Two important difficulties are (i) exploiting the dependencies between the hypotheses, (ii) exploiting the dependence between the algorithm's input and output.
Optimal Universal Lossless Compression with Side Information
This paper presents conditional versions of Lempel-Ziv (LZ) algorithm for settings where compressor and decompressor have access to the same side information.
Information Theory Information Theory
$f$-Divergence Inequalities via Functional Domination
This paper considers derivation of $f$-divergence inequalities via the approach of functional domination.
