Search Results for author: Tom Xu

Found 2 papers, 0 papers with code

Computing with Categories in Machine Learning

no code implementations7 Mar 2023 Eli Sennesh, Tom Xu, Yoshihiro Maruyama

Category theory has been successfully applied in various domains of science, shedding light on universal principles unifying diverse phenomena and thereby enabling knowledge transfer between them.

Transfer Learning Variational Inference

A Probabilistic Generative Model of Free Categories

no code implementations9 May 2022 Eli Sennesh, Tom Xu, Yoshihiro Maruyama

Applied category theory has recently developed libraries for computing with morphisms in interesting categories, while machine learning has developed ways of learning programs in interesting languages.

Variational Inference

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