22 citations · 61 across the 9 of their papers we have counts for
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math.AT2021★ 5 cited
Entropy as a Topological Operad Derivation
Tai-Danae Bradley
We share a small connection between information theory, algebra, and topology - namely, a correspondence between Shannon entropy and derivations of the operad of topological simpli…
stat.ML2021★ 4 cited
Probabilistic Graphical Models and Tensor Networks: A Hybrid Framework
Jacob Miller, Geoffrey Roeder, Tai-Danae Bradley
We investigate a correspondence between two formalisms for discrete probabilistic modeling: probabilistic graphical models (PGMs) and tensor networks (TNs), a powerful modeling fra…
math.CT2021
An enriched category theory of language: from syntax to semantics
Tai-Danae Bradley, John Terilla, Yiannis Vlassopoulos
State of the art language models return a natural language text continuation from any piece of input text. This ability to generate coherent text extensions implies significant sop…