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Soumya P. Ram

MIT Computer Science and Artificial Intelligence Laboratory

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Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Approach:machine learning (classical)· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

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Anjanet R. Loon

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Systems BiologybioRxivPreprintJun 25, 2021

Cellular intelligence: dynamic specialization through non-equilibrium multi-scale compartmentalization

Rémy Tuyéras, Leandro Z. Agudelo, Soumya P. Ram…·M Kellis

This paper introduces a framework using operads to model cellular intelligence through non-equilibrium compartmentalization and applies it as an unsupervised learning algorithm to machine learning datasets.

4 citations

statistical modelmachine learning (classical)

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