Nestor Caticha

Publication Activity (10 Years)

Years Active: 1998-2020
Publications (10 Years): 6

Top Topics

Phase Transition

Feature Relevance

Supervised And Unsupervised Learning

Top Venues

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Nestor Caticha
Entropic Dynamics in Neural Networks, the Renormalization Group and the Hamilton-Jacobi-Bellman Equation. Entropy 22 (5) (2020)
Michael Biehl, Nestor Caticha, Manfred Opper, Thomas Villmann
Statistical physics of learning and inference. ESANN (2019)
Nestor Caticha, Felippe Alves
Trust, law and ideology in a NN agent model of the US Appellate Courts. ESANN (2019)
Nestor Caticha, Rafael Calsaverini, Renato Vicente
Phase transition from egalitarian to hierarchical societies driven by competition between cognitive and social constraints. CoRR (2016)
Marcelo Boareto, Jonatas Cesar, Vitor B. P. Leite, Nestor Caticha
Supervised Variational Relevance Learning, An Analytic Geometric Feature Selection with Applications to Omic Datasets. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (3) (2015)
Nestor Caticha
Source Localization by Entropic Inference and Backward Renormalization Group Priors. Entropy 17 (5) (2015)
Renato Vicente, Alex Susemihl, João Pedro Jericó, Nestor Caticha
Moral foundations in an interacting neural networks society. CoRR (2013)
Marcelo Boareto, Michel E. B. Yamagishi, Nestor Caticha, Vitor B. P. Leite
Relationship between global structural parameters and Enzyme Commission hierarchy: Implications for function prediction. Comput. Biol. Chem. 40 (2012)
Nestor Caticha, Renato Vicente
Agent-Based Social Psychology: from Neurocognitive Processes to Social Data. Adv. Complex Syst. 14 (5) (2011)
Evaldo Araújo de Oliveira, Nestor Caticha
Inference from aging information. IEEE Trans. Neural Networks 21 (6) (2010)
Nestor Caticha, Renato Vicente
Agent-based Social Psychology: from Neurocognitive Processes to Social Data. CoRR (2010)
Michael Biehl, Nestor Caticha, Peter Riegler
Statistical Mechanics of On-line Learning. Similarity-Based Clustering (2009)
Selene da Rocha Amaral, Said R. Rabbani, Nestor Caticha
BOLD response analysis by iterated local multigrid priors. NeuroImage 36 (2) (2007)
Selene da Rocha Amaral, Said R. Rabbani, Nestor Caticha
Multigrid priors for a Bayesian approach to fMRI. NeuroImage 23 (2) (2004)
Nestor Caticha, J. E. Palo Tejada, Doron Lancet, Eytan Domany
Computational Capacity of an Odorant Discriminator: The Linear Separability of Curves. Neural Comput. 14 (9) (2002)
Renato Vicente, Osame Kinouchi, Nestor Caticha
Statistical Mechanics of Online Learning of Drifting Concepts: A Variational Approach. Mach. Learn. 32 (2) (1998)