Artemy Kolchinsky
Artemy Kolchinsky
Verified email at santafe.edu - Homepage
TitleCited byYear
Classification of protein-protein interaction full-text documents using text and citation network features
A Kolchinsky, A Abi-Haidar, J Kaur, AA Hamed, LM Rocha
IEEE/ACM Transactions on Computational Biology and Bioinformatics 7 (3), 400-411, 2010
362010
On the information bottleneck theory of deep learning
AM Saxe, Y Bansal, J Dapello, M Advani, A Kolchinsky, BD Tracey, ...
232018
Neural correlates of apparent motion perception of impoverished facial stimuli: a comparison of ERP and ERSP activity
A Rossi, FJ Parada, A Kolchinsky, A Puce
NeuroImage 98, 442-459, 2014
202014
Nonlinear information bottleneck
A Kolchinsky, BD Tracey, DH Wolpert
arXiv preprint arXiv:1705.02436, 2017
152017
Estimating mixture entropy with pairwise distances
A Kolchinsky, BD Tracey
Entropy 19 (7), 361, 2017
142017
Multi-scale integration and predictability in resting state brain activity
A Kolchinsky, MP van den Heuvel, A Griffa, P Hagmann, LM Rocha, ...
Frontiers in neuroinformatics 8, 66, 2014
142014
Evaluation of linear classifiers on articles containing pharmacokinetic evidence of drug-drug interactions
A Kolchinsky, A Lourenço, L Li, LM Rocha
Biocomputing 2013, 409-420, 2013
132013
Dependence of dissipation on the initial distribution over states
A Kolchinsky, DH Wolpert
Journal of Statistical Mechanics: Theory and Experiment 2017 (8), 083202, 2017
102017
Extraction of pharmacokinetic evidence of drug–drug interactions from the literature
A Kolchinsky, A Lourenço, HY Wu, L Li, LM Rocha
PloS one 10 (5), e0122199, 2015
102015
Prediction and modularity in dynamical systems
A Kolchinsky, LM Rocha
arXiv preprint arXiv:1106.3703, 2011
82011
Modularity and the spread of perturbations in complex dynamical systems
A Kolchinsky, AJ Gates, LM Rocha
Physical Review E 92 (6), 060801, 2015
72015
Classification of protein-protein interaction documents using text and citation network features
A Kolchinsky, A Abi-Haidar, J Kaur, A Hamed, LM Rocha
BioCreative II 5, 7-9, 2010
72010
Observers as systems that acquire information to stay out of equilibrium
DH Wolpert, A Kolchinsky
The physics of the observer Conference. Banff, 2016
62016
When is a bit worth much more than kT ln2?
C Gokler, A Kolchinsky, ZW Liu, I Marvian, P Shor, O Shtanko, ...
arXiv preprint arXiv:1705.09598, 2017
42017
The minimal hidden computer needed to implement a visible computation
DH Wolpert, A Kolchinsky, JA Owen
arXiv preprint arXiv:1708.08494, 2017
32017
Number of hidden states needed to physically implement a given conditional distribution
JA Owen, A Kolchinsky, DH Wolpert
arXiv preprint arXiv:1709.00765, 2017
22017
Semantic information, autonomous agency and non-equilibrium statistical physics
A Kolchinsky, DH Wolpert
Interface focus 8 (6), 20180041, 2018
12018
The Minor fall, the Major lift: inferring emotional valence of musical chords through lyrics
A Kolchinsky, N Dhande, K Park, YY Ahn
Royal Society open science 4 (11), 2017
12017
Maximizing free energy gain
A Kolchinsky, I Marvian, C Gokler, ZW Liu, P Shor, O Shtanko, ...
arXiv preprint arXiv:1705.00041, 2017
12017
Dynamics of beneficial epidemics
A Berdahl, C Brelsford, C De Bacco, M Dumas, V Ferdinand, JA Grochow, ...
arXiv preprint arXiv:1604.02096, 2016
12016
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