Artemy Kolchinsky

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 28

Top Topics

Dynamical Systems

Information Bottleneck

Pairwise Distances

Top Venues

Frontiers Neuroinformatics

Publications

Artemy Kolchinsky
Partial Information Decomposition: Redundancy as Information Bottleneck. Entropy 26 (7) (2024)
Artemy Kolchinsky
Partial information decomposition as information bottleneck. CoRR (2024)
Artemy Kolchinsky
Generalized Zurek's bound on the cost of an individual classical or quantum computation. CoRR (2023)
Damian R. Sowinski, Jonathan Carroll-Nellenback, Robert N. Markwick, Jordi Piñero, Marcelo Gleiser, Artemy Kolchinsky, Gourab Ghoshal, Adam Frank
Semantic Information in a model of Resource Gathering Agents. CoRR (2023)
Artemy Kolchinsky
A Novel Approach to the Partial Information Decomposition. Entropy 24 (3) (2022)
Artemy Kolchinsky, Andreas Dechant, Kohei Yoshimura, Sosuke Ito
Information geometry of excess and housekeeping entropy production. CoRR (2022)
Artemy Kolchinsky, David H. Wolpert
The state dependence of integrated, instantaneous, and fluctuating entropy production in quantum and classical processes. CoRR (2021)
Forrest C. Sheldon, Artemy Kolchinsky, Francesco Caravelli
The Computational Capacity of Memristor Reservoirs. CoRR (2020)
Artemy Kolchinsky, David H. Wolpert
Entropy production and thermodynamics of information under protocol constraints. CoRR (2020)
Andrea Avena-Koenigsberger, Xiaoran Yan, Artemy Kolchinsky, Martijn P. van den Heuvel, Patric Hagmann, Olaf Sporns
A spectrum of routing strategies for brain networks. PLoS Comput. Biol. 15 (3) (2019)
Artemy Kolchinsky, Brendan D. Tracey, David H. Wolpert
Nonlinear Information Bottleneck. Entropy 21 (12) (2019)
Artemy Kolchinsky
A novel approach to multivariate redundancy and synergy. CoRR (2019)
Artemy Kolchinsky, Bernat Corominas-Murtra
Decomposing information into copying versus transformation. CoRR (2019)
Artemy Kolchinsky, David H. Wolpert
Thermodynamic costs of Turing Machines. CoRR (2019)
Artemy Kolchinsky, Brendan D. Tracey, Steven Van Kuyk
Caveats for information bottleneck in deterministic scenarios. ICLR (Poster) (2019)
Andrew M. Saxe, Yamini Bansal, Joel Dapello, Madhu Advani, Artemy Kolchinsky, Brendan D. Tracey, David D. Cox
On the Information Bottleneck Theory of Deep Learning. ICLR (Poster) (2018)
David Hilton Wolpert, Artemy Kolchinsky
Exact, complete expressions for the thermodynamic costs of circuits. CoRR (2018)
Artemy Kolchinsky, Brendan D. Tracey, Steven Van Kuyk
Pathologies in information bottleneck for deterministic supervised learning. CoRR (2018)
Artemy Kolchinsky, Brendan D. Tracey, David H. Wolpert
Nonlinear Information Bottleneck. CoRR (2017)
David H. Wolpert, Artemy Kolchinsky, Jeremy A. Owen
The minimal hidden computer needed to implement a visible computation. CoRR (2017)
Artemy Kolchinsky, Brendan D. Tracey
, 361. Entropy 19 (11) (2017)
Artemy Kolchinsky, Nakul Dhande, Kengjeun Park, Yong-Yeol Ahn
The Minor Fall, the Major Lift: Inferring Emotional Valence of Musical Chords through Lyrics. CoRR (2017)
Jeremy A. Owen, Artemy Kolchinsky, David H. Wolpert
Number of hidden states needed to physically implement a given conditional distribution. CoRR (2017)
David H. Wolpert, Justin Grana, Brendan D. Tracey, Tim Kohler, Artemy Kolchinsky
Modeling Social Organizations as Communication Networks. CoRR (2017)
Artemy Kolchinsky, Brendan D. Tracey
Estimating Mixture Entropy with Pairwise Distances. CoRR (2017)
Artemy Kolchinsky, Brendan D. Tracey
Estimating Mixture Entropy with Pairwise Distances. Entropy 19 (7) (2017)
Andrew Berdahl, Christa Brelsford, Caterina De Bacco, Marion Dumas, Vanessa Ferdinand, Joshua A. Grochow, Laurent Hébert-Dufresne, Yoav Kallus, Christopher P. Kempes, Artemy Kolchinsky, Daniel B. Larremore, Eric Libby, Eleanor A. Power, Caitlin A. Stern, Brendan D. Tracey
Dynamics of beneficial epidemics. CoRR (2016)
Artemy Kolchinsky, David H. Wolpert
Thermodynamic cost due to changing the initial distribution over states. CoRR (2016)
Artemy Kolchinsky, Alexander J. Gates, Luis Mateus Rocha
Modularity and the Spread of Perturbations in Complex Dynamical Systems. CoRR (2015)
Alejandra Rossi, Francisco J. Parada, Artemy Kolchinsky, Aina Puce
Neural correlates of apparent motion perception of impoverished facial stimuli: A comparison of ERP and ERSP activity. NeuroImage 98 (2014)
Artemy Kolchinsky, Anália Lourenço, Heng-Yi Wu, Lang Li, Luis Mateus Rocha
Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature. CoRR (2014)
Artemy Kolchinsky, Martijn P. van den Heuvel, Alessandra Griffa, Patric Hagmann, Luis Mateus Rocha, Olaf Sporns, Joaquín Goñi
Multi-scale integration and predictability in resting state brain activity. Frontiers Neuroinformatics 8 (2014)
Artemy Kolchinsky, Anália Lourenço, Lang Li, Luis Mateus Rocha
Evaluation of Linear Classifiers on Articles Containing Pharmacokinetic Evidence of Drug-Drug Interactions. Pacific Symposium on Biocomputing (2013)
Artemy Kolchinsky, Anália Lourenço, Lang Li, Luis Mateus Rocha
Evaluation of linear classifiers on articles containing pharmacokinetic evidence of drug-drug interactions CoRR (2012)
Artemy Kolchinsky, Luis Mateus Rocha
Prediction and modularity in dynamical systems. ECAL (2011)
Artemy Kolchinsky, Luis Mateus Rocha
Prediction and Modularity in Dynamical Systems CoRR (2011)
Artemy Kolchinsky, Alaa Abi-Haidar, Jasleen Kaur, Ahmed Abdeen Hamed, Luis Mateus Rocha
Classification of Protein-Protein Interaction Full-Text Documents Using Text and Citation Network Features. IEEE ACM Trans. Comput. Biol. Bioinform. 7 (3) (2010)