Concepedia

Artemy Kolchinsky

AK

20

Publications

1.2K

Citations

16

H-Index

2010

Active since

Affiliations

Indiana University Bloomington(Current)

Santa Fe Institute

The University of Tokyo

Instituto Gulbenkian de Ciência

Arizona State University

Artemy Kolchinsky is an author at Indiana University Bloomington specializing in engineering, data science, and entropy.

Top concepts

EngineeringData ScienceEntropyCognitive ScienceMedicineProbabilityComputer ScienceInformationSocial SciencesNetwork Analysis

Publications per year

2010–2024

20

Publications

20

Extraction of Pharmacokinetic Evidence of Drug–Drug Interactions from the Literature

Artemy Kolchinsky, Anália Lourenço, Heng‐Yi Wu et al. · PLoS ONE · 2015 · 226 citations · Full text

Engineering, Biomedical Literature Mining, Drug–drug Interactions +17

Semantic information, autonomous agency and non-equilibrium statistical physics

Artemy Kolchinsky, David H. Wolpert · Interface Focus · 2018 · 161 citations · Full text

Engineering, Agent Theory, Semantics +18

A spectrum of routing strategies for brain networks

Andrea Avena‐Koenigsberger, Xiaoran Yan, Artemy Kolchinsky et al. · PLoS Computational Biology · 2019 · 147 citations · Full text

Biased Random Walks, Global Information Bias, Network Routing +16

On the information bottleneck theory of deep learning*

Andrew Saxe, Yamini Bansal, Joel Dapello et al. · Journal of Statistical Mechanics Theory and Experiment · 2019 · 142 citations

Rethinking animal social complexity measures with the help of complex systems concepts

Elizabeth A. Hobson, Vanessa Ferdinand, Artemy Kolchinsky et al. · Animal Behaviour · 2019 · 60 citations

Animal Behaviour, Cognitive Science, Engineering +8

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