Juyong Song
Juyong Song
Samsung Research Artificial Intelligence Center
Email verificata su samsung.com
TitoloCitata daAnno
Resolution and relevance trade-offs in deep learning
J Song, M Marsili, J Jo
Journal of Statistical Mechanics: Theory and Experiment 2018 (12), 123406, 2018
122018
Emergence and relevance of criticality in deep learning
J Song, M Marsili, J Jo
arXiv preprint arXiv:1710.11324, 2017
52017
Statistical criticality arises in most informative representations
RJ Cubero, J Jo, M Marsili, Y Roudi, J Song
Journal of Statistical Mechanics: Theory and Experiment 2019 (6), 063402, 2019
42019
Minimally sufficient representations, maximally informative samples and Zipf's law
RJ Cubero, J Jo, M Marsili, Y Roudi, J Song
arXiv preprint arXiv:1808.00249, 2018
42018
Network inference in stochastic systems from neurons to currencies: Improved performance at small sample size
DT Hoang, J Song, V Periwal, J Jo
Physical Review E 99 (2), 023311, 2019
22019
Partial mixing phase of binary cells in finite systems
DT Hoang, J Song, J Jo
Physical Review E 88 (6), 062725, 2013
22013
Maximizing weighted shannon entropy for network inference with little data
DT Hoang, J Song, V Periwal, J Jo
Computer Vision and Pattern Recognition 5, 2017
12017
Minimal perceptrons for memorizing complex patterns
M Pastor, J Song, DT Hoang, J Jo
Physica A: Statistical Mechanics and its Applications 462, 31-37, 2016
12016
Optimal work extraction and mutual information in a generalized Szil\'{a} rd engine
J Song, S Still, RDH Rojas, IP Castillo, M Marsili
arXiv preprint arXiv:1910.04191, 2019
2019
Statistical Criticality arises in Maximally Informative Samples
RJ Cubero, J Jo, M Marsili, Y Roudi, J Song
arXiv preprint arXiv:1808.00249, 2018
2018
Causality inference in stochastic systems from neurons to currencies: Profiting from small sample size
DT Hoang, J Song, V Periwal, J Jo
arXiv preprint arXiv:1705.06384, 2017
2017
Population balancing with species switching
J Song, J Jo, DT Hoang, J Kim
Journal of the Korean Physical Society 65 (1), 111-116, 2014
2014
Il sistema al momento non pu eseguire l'operazione. Riprova pi tardi.
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