Artemy Kolchinsky

42 papers Misc 1Journal 38Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Towards Worst-Case Guarantees with Scale-Aware Interpretability. CoRR Lauren Greenspan, David S. Berman, Aryeh Brill, Ro Jefferson, Artemy Kolchinsky, Jennifer Lin, Andrew Mack, Anindita Maiti, Fernando E. Rosas, Alexander G. Stapleton, Lucas Teixeira, Dmitry Vaintrob
2025	J	`jnl`	Inferring entropy production in many-body systems using nonequilibrium MaxEnt. CoRR Miguel Aguilera, Sosuke Ito, Artemy Kolchinsky
2025	J	`jnl`	The Physics of Life: Exploring Information as a Distinctive Feature of Living Systems. CoRR Stuart Bartlett, Andrew W. Eckford, Matthew Egbert, Manasvi Lingam, Artemy Kolchinsky, Adam Frank, Gourab Ghoshal
2024	J	`jnl`	Generalized free energy and excess entropy production for active systems. CoRR Artemy Kolchinsky, Andreas Dechant, Kohei Yoshimura, Sosuke Ito
2024	J	`jnl`	Maximizing Free Energy Gain. Entropy Artemy Kolchinsky, Iman Marvian, Can Gokler, Zi-Wen Liu, Peter W. Shor, Oles Shtanko, Kevin Thompson, David H. Wolpert, Seth Lloyd
2024	J	`jnl`	Partial Information Decomposition: Redundancy as Information Bottleneck. Entropy Artemy Kolchinsky
2024	J	`jnl`	Partial information decomposition as information bottleneck. CoRR Artemy Kolchinsky
2023	J	`jnl`	Generalized Zurek's bound on the cost of an individual classical or quantum computation. CoRR Artemy Kolchinsky
2023	J	`jnl`	Semantic Information in a model of Resource Gathering Agents. CoRR Damian R. Sowinski, Jonathan Carroll-Nellenback, Robert N. Markwick, Jordi Piñero, Marcelo Gleiser, Artemy Kolchinsky, Gourab Ghoshal, Adam Frank
2022	J	`jnl`	A Novel Approach to the Partial Information Decomposition. Entropy Artemy Kolchinsky
2022	J	`jnl`	Information geometry of excess and housekeeping entropy production. CoRR Artemy Kolchinsky, Andreas Dechant, Kohei Yoshimura, Sosuke Ito
2021	J	`jnl`	The state dependence of integrated, instantaneous, and fluctuating entropy production in quantum and classical processes. CoRR Artemy Kolchinsky, David H. Wolpert
2020	J	`jnl`	Entropy production and thermodynamics of information under protocol constraints. CoRR Artemy Kolchinsky, David H. Wolpert
2020	J	`jnl`	The Computational Capacity of Memristor Reservoirs. CoRR Forrest C. Sheldon, Artemy Kolchinsky, Francesco Caravelli
2019	J	`jnl`	A novel approach to multivariate redundancy and synergy. CoRR Artemy Kolchinsky
2019	J	`jnl`	A spectrum of routing strategies for brain networks. PLoS Comput. Biol. Andrea Avena-Koenigsberger, Xiaoran Yan, Artemy Kolchinsky, Martijn P. van den Heuvel, Patric Hagmann, Olaf Sporns
2019	—	`conf`	Caveats for information bottleneck in deterministic scenarios. ICLR (Poster) Artemy Kolchinsky, Brendan D. Tracey, Steven Van Kuyk
2019	J	`jnl`	Decomposing information into copying versus transformation. CoRR Artemy Kolchinsky, Bernat Corominas-Murtra
2019	J	`jnl`	Nonlinear Information Bottleneck. Entropy Artemy Kolchinsky, Brendan D. Tracey, David H. Wolpert
2019	J	`jnl`	Thermodynamic costs of Turing Machines. CoRR Artemy Kolchinsky, David H. Wolpert
2018	J	`jnl`	Exact, complete expressions for the thermodynamic costs of circuits. CoRR David Hilton Wolpert, Artemy Kolchinsky
2018	—	`conf`	On the Information Bottleneck Theory of Deep Learning. ICLR (Poster) Andrew M. Saxe, Yamini Bansal, Joel Dapello, Madhu Advani, Artemy Kolchinsky, Brendan D. Tracey, David D. Cox
2018	J	`jnl`	Pathologies in information bottleneck for deterministic supervised learning. CoRR Artemy Kolchinsky, Brendan D. Tracey, Steven Van Kuyk
2017	J	`jnl`	Correction: Kolchinsky, A. and Tracey, B.D. Estimating Mixture Entropy with Pairwise Distances. Entropy Artemy Kolchinsky, Brendan D. Tracey
2017	J	`jnl`	Estimating Mixture Entropy with Pairwise Distances. CoRR Artemy Kolchinsky, Brendan D. Tracey
2017	J	`jnl`	Estimating Mixture Entropy with Pairwise Distances. Entropy Artemy Kolchinsky, Brendan D. Tracey
2017	J	`jnl`	Modeling Social Organizations as Communication Networks. CoRR David H. Wolpert, Justin Grana, Brendan D. Tracey, Tim Kohler, Artemy Kolchinsky
2017	J	`jnl`	Nonlinear Information Bottleneck. CoRR Artemy Kolchinsky, Brendan D. Tracey, David H. Wolpert
2017	J	`jnl`	Number of hidden states needed to physically implement a given conditional distribution. CoRR Jeremy A. Owen, Artemy Kolchinsky, David H. Wolpert
2017	J	`jnl`	The Minor Fall, the Major Lift: Inferring Emotional Valence of Musical Chords through Lyrics. CoRR Artemy Kolchinsky, Nakul Dhande, Kengjeun Park, Yong-Yeol Ahn
2017	J	`jnl`	The minimal hidden computer needed to implement a visible computation. CoRR David H. Wolpert, Artemy Kolchinsky, Jeremy A. Owen
2016	J	`jnl`	Dynamics of beneficial epidemics. CoRR 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
2016	J	`jnl`	Thermodynamic cost due to changing the initial distribution over states. CoRR Artemy Kolchinsky, David H. Wolpert
2015	J	`jnl`	Modularity and the Spread of Perturbations in Complex Dynamical Systems. CoRR Artemy Kolchinsky, Alexander J. Gates, Luis M. Rocha
2014	J	`jnl`	Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature. CoRR Artemy Kolchinsky, Anália Lourenço, Heng-Yi Wu, Lang Li, Luis M. Rocha
2014	J	`jnl`	Multi-scale integration and predictability in resting state brain activity. Frontiers Neuroinformatics Artemy Kolchinsky, Martijn P. van den Heuvel, Alessandra Griffa, Patric Hagmann, Luis M. Rocha, Olaf Sporns, Joaquín Goñi
2014	J	`jnl`	Neural correlates of apparent motion perception of impoverished facial stimuli: A comparison of ERP and ERSP activity. NeuroImage Alejandra Rossi, Francisco J. Parada, Artemy Kolchinsky, Aina Puce
2013	Misc	`conf`	Evaluation of Linear Classifiers on Articles Containing Pharmacokinetic Evidence of Drug-Drug Interactions. Pacific Symposium on Biocomputing Artemy Kolchinsky, Anália Lourenço, Lang Li, Luis M. Rocha
2012	J	`jnl`	Evaluation of linear classifiers on articles containing pharmacokinetic evidence of drug-drug interactions CoRR Artemy Kolchinsky, Anália Lourenço, Lang Li, Luis M. Rocha
2011	J	`jnl`	Prediction and Modularity in Dynamical Systems CoRR Artemy Kolchinsky, Luis M. Rocha
2011	—	`conf`	Prediction and modularity in dynamical systems. ECAL Artemy Kolchinsky, Luis M. Rocha
2010	J	`jnl`	Classification of Protein-Protein Interaction Full-Text Documents Using Text and Citation Network Features. IEEE ACM Trans. Comput. Biol. Bioinform. Artemy Kolchinsky, Alaa Abi-Haidar, Jasleen Kaur, Ahmed Abdeen Hamed, Luis Mateus Rocha