Artemy Kolchinsky

Orcid: 0000-0002-3518-9208

According to our database1, Artemy Kolchinsky authored at least 33 papers between 2010 and 2024.

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Bibliography

2024
Partial Information Decomposition: Redundancy as Information Bottleneck.
Entropy, July, 2024

Partial information decomposition as information bottleneck.
CoRR, 2024

2023
Semantic Information in a model of Resource Gathering Agents.
CoRR, 2023

Generalized Zurek's bound on the cost of an individual classical or quantum computation.
CoRR, 2023

2022
A Novel Approach to the Partial Information Decomposition.
Entropy, 2022

Information geometry of excess and housekeeping entropy production.
CoRR, 2022

2021
The state dependence of integrated, instantaneous, and fluctuating entropy production in quantum and classical processes.
CoRR, 2021

2020
The Computational Capacity of Memristor Reservoirs.
CoRR, 2020

Entropy production and thermodynamics of information under protocol constraints.
CoRR, 2020

2019
A spectrum of routing strategies for brain networks.
PLoS Comput. Biol., 2019

Nonlinear Information Bottleneck.
Entropy, 2019

Thermodynamic costs of Turing Machines.
CoRR, 2019

A novel approach to multivariate redundancy and synergy.
CoRR, 2019

Decomposing information into copying versus transformation.
CoRR, 2019

Caveats for information bottleneck in deterministic scenarios.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Pathologies in information bottleneck for deterministic supervised learning.
CoRR, 2018

Exact, complete expressions for the thermodynamic costs of circuits.
CoRR, 2018

On the Information Bottleneck Theory of Deep Learning.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Correction: Kolchinsky, A. and Tracey, B.D. Estimating Mixture Entropy with Pairwise Distances. <i>Entropy</i> 2017, <i>19</i>, 361.
Entropy, 2017

Estimating Mixture Entropy with Pairwise Distances.
Entropy, 2017

Number of hidden states needed to physically implement a given conditional distribution.
CoRR, 2017

The minimal hidden computer needed to implement a visible computation.
CoRR, 2017

Modeling Social Organizations as Communication Networks.
CoRR, 2017

The Minor Fall, the Major Lift: Inferring Emotional Valence of Musical Chords through Lyrics.
CoRR, 2017

2016
Thermodynamic cost due to changing the initial distribution over states.
CoRR, 2016

Dynamics of beneficial epidemics.
CoRR, 2016

2015
Modularity and the Spread of Perturbations in Complex Dynamical Systems.
CoRR, 2015

2014
Neural correlates of apparent motion perception of impoverished facial stimuli: A comparison of ERP and ERSP activity.
NeuroImage, 2014

Multi-scale integration and predictability in resting state brain activity.
Frontiers Neuroinformatics, 2014

Extraction of Pharmacokinetic Evidence of Drug-drug Interactions from the Literature.
CoRR, 2014

2013
Evaluation of Linear Classifiers on Articles Containing Pharmacokinetic Evidence of Drug-Drug Interactions.
Proceedings of the Biocomputing 2013: Proceedings of the Pacific Symposium, 2013

2011
Prediction and modularity in dynamical systems.
Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011

2010
Classification of Protein-Protein Interaction Full-Text Documents Using Text and Citation Network Features.
IEEE ACM Trans. Comput. Biol. Bioinform., 2010


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