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Article

Calabretta, Raffaele and Neirotti, Juan (2015). Adaptive agents in changing environments, the role of modularity. Neural Processing Letters, 42 (2), pp. 257-274.

Alamino, Roberto C.; Neirotti, Juan P. and Saad, David (2014). Compression by replication. Physical Review E, 89 (3),

Neirotti, J.P. (2014). Storage capacity of ultrametric committee machines. Journal of Physics A: Mathematical and Theoretical, 47 (6),

C. Alamino, Roberto; P. Neirotti, Juan and Saad, David (2013). Replication-based inference algorithms for hard computational problems. Physical Review E, 88 (1),

Neirotti, Juan (2012). Learning in ultrametric committee machines. Journal of Statistical Physics, 149 (5), pp. 887-897.

Joó, A.M.; Ekárt, Aniko and Neirotti, Juan P. (2012). Genetic algorithms for discovery of matrix multiplication methods. IEEE Transactions on Evolutionary Computation, 16 (5), pp. 749-751.

Neirotti, Juan P. (2010). Parallel strategy for optimal learning in perceptrons. Journal of Physics A: Mathematical and Theoretical, 43 (12), p. 125101.

Neirotti, Juan P. and Saad, David (2007). Inference by replication in densely connected systems. Physical Review E, 76 (4), 046121.

Neirotti, Juan P. and Saad, David (2006). Efficient Bayesian inference for learning in the Ising linear perceptron and signal detection in CDMA. Physica A, 365 (1), pp. 203-210.

Neirotti, Juan P. and Saad, David (2005). Improved message passing for inference in densely connected systems. Europhysics Letters, 71 (5), pp. 866-872.

Neirotti, Juan Anisotropic opinion dynamics. Physical Review E, 94 (1),

Neirotti, Juan P. Can a student learn optimally from two different teachers. Journal of Physics A: Mathematical and Theoretical, 43 (1), 015101.

Neirotti, Juan P. and Franco, L. Alberto Computational capabilities of multilayer committee machines. Journal of Physics A: Mathematical and Theoretical, 43 (44), p. 445103.

Book Section

Joó, András and Neirotti, Juan Pablo (2009). Towards identifying salient patterns in genetic programming individuals. IN: Proceedings of the 11th Annual Genetic and Evolutionary Computation Conference, GECCO '09. New York, NY (US): ACM.

Caticha, Nestor and Neirotti, Juan Pablo (2006). The evolution of learning systems:to Bayes or not to be. IN: Bayesian inference and maximum entropy methods in science and engineering. Mohammad-Djafari, Ali (ed.) AIP conference proceedings . AIP.

Conference or Workshop Item

Neirotti, Juan. P. and Saad, David Bayesian inference in densely connected networks applied to CDMA. IN: European Conference on Complex Systems 2005. 2005-11-14 - 2005-11-18.