On the performance of parallelisation schemes for particle filtering by Dan Crisan, Joaquín Míguez, Gonzalo Ríos-Muñoz

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A comparison of Monte Carlo-based Bayesian parameter estimation methods for stochastic models of genetic networks. by Inés P Mariño, Alexey Zaikin, Joaquín Míguez

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A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics by Joaquín Míguez, Petar M. Djurić, Mónica F. Bugallo

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Automatic Tempered Posterior Distributions for Bayesian Inversion Problems by Luca Martino, Fernando Llorente, Ernesto Curbelo, Javier López-Santiago, Joaquín Míguez

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Multiplex Decomposition of Non-Markovian Dynamics and the Hidden Layer Reconstruction Problem by Lucas Lacasa, Inés P. Mariño, Joaquin Miguez, Vincenzo Nicosia, Édgar Roldán, Ana Lisica, Stephan W. Grill, Jesús Gómez-Gardeñes

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