adaptive computation 1attention mechanisms 1efficient inference 1transformers 1vector quantization 1
From the 1 of 12 linked papers with an AI index.
Showing cs.ITShow all
2 papers · 1 filter
cs.IT2026
Abstract Markov Random Fields
Leon Lang, Clélia de Mulatier, Rick Quax +1
Markov random fields are known to be fully characterized by properties of their information diagrams, or I-diagrams. In particular, for Markov random fields, regions in the I-diagr…
cs.IT2025
Information Decomposition Diagrams Applied beyond Shannon Entropy: A Generalization of Hu's Theorem
Leon Lang, Pierre Baudot, Rick Quax +1
In information theory, one major goal is to find useful functions that summarize the amount of information contained in the interaction of several random variables. Specifically, o…