On the performance of parallelisation schemes for particle filtering

by Dan Crisan, Joaquín Míguez, Gonzalo Ríos-Muñoz
Published 2018-05-01

A comparison of Monte Carlo-based Bayesian parameter estimation methods for stochastic models of genetic networks.

by Inés P Mariño, Alexey Zaikin, Joaquín Míguez
Published 2017-01-01

Bayesian Computation Methods for Inference in Stochastic Kinetic Models

by Eugenia Koblents, Inés P. Mariño, Joaquín Míguez
Published 2019-01-01

A New Class of Particle Filters for Random Dynamic Systems with Unknown Statistics

by Joaquín Míguez, Petar M. Djurić, Mónica F. Bugallo
Published 2004-11-01

Automatic Tempered Posterior Distributions for Bayesian Inversion Problems

by Luca Martino, Fernando Llorente, Ernesto Cuberlo, Javier López-Santiago, Joaquín Míguez
Published 2021-04-01

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
Published 2018-08-01