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Adaptive approximate Bayesian computation for complex models

5 November 2011

Papers citing "Adaptive approximate Bayesian computation for complex models"

22 / 22 papers shown

Title
Pseudo-Likelihood Inference Theo Gruner Boris Belousov Fabio Muratore Daniel Palenicek Jan Peters 84 0 0 28 Nov 2023
Simulation-based Inference for High-dimensional Data using Surjective Sequential Neural Likelihood Estimation Simon Dirmeier Carlo Albert Fernando Perez-Cruz 147 7 0 02 Aug 2023
Sequential Importance Sampling for Hybrid Model Bayesian Inference to Support Bioprocess Mechanism Learning and Robust Control Wei Xie Keqi Wang Hua Zheng M. Feng 77 2 0 05 May 2022
Opportunities of Hybrid Model-based Reinforcement Learning for Cell Therapy Manufacturing Process Control Hua Zheng Wei Xie Keqi Wang Zheng Li OffRL 41 2 0 10 Jan 2022
Personalized pathology test for Cardio-vascular disease: Approximate Bayesian computation with discriminative summary statistics learning Ritabrata Dutta K. Zouaoui Boudjeltia Christos Kotsalos A. Rousseau D. R. Sousa Jean-Marc Desmet A. V. Meerhaeghe Antonietta Mira B. Chopard 140 4 0 13 Oct 2020
Distance-learning For Approximate Bayesian Computation To Model a Volcanic Eruption Lorenzo Pacchiardi Pierre Künzli Marcel Schoengens B. Chopard Ritabrata Dutta 65 13 0 28 Sep 2019
Adaptive Approximate Bayesian Computation Tolerance Selection U. Simola J. Cisewski-Kehe Michael U. Gutmann J. Corander 61 24 0 21 Jun 2019
Stratified sampling and bootstrapping for approximate Bayesian computation Umberto Picchini R. Everitt 89 1 0 20 May 2019
Soft Constraints for Inference with Declarative Knowledge Zenna Tavares Javier Burroni Edgar Minaysan Armando Solar-Lezama Rajesh Ranganath 54 2 0 16 Jan 2019
Machine Learning Accelerated Likelihood-Free Event Reconstruction in Dark Matter Direct Detection U. Simola B. Pelssers D. Barge J. Conrad J. Corander 144 11 0 23 Oct 2018
ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation Ritabrata Dutta Marcel Schoengens Lorenzo Pacchiardi Avinash Ummadisingu Nicole Widmer Pierre Künzli J. Onnela Antonietta Mira 67 25 0 13 Nov 2017
Parameter estimation of platelets deposition: Approximate Bayesian computation with high performance computing Ritabrata Dutta B. Chopard Jonas Lätt F. Dubois K. Zouaoui Boudjeltia Antonietta Mira 63 13 0 03 Oct 2017
Efficient acquisition rules for model-based approximate Bayesian computation Marko Jarvenpaa Michael U. Gutmann Arijus Pleska Aki Vehtari Pekka Marttinen TPM 215 69 0 03 Apr 2017
Gaussian process modeling in approximate Bayesian computation to estimate horizontal gene transfer in bacteria Marko Jarvenpaa Michael U. Gutmann Aki Vehtari Pekka Marttinen 212 41 0 20 Oct 2016
Convergence of Regression Adjusted Approximate Bayesian Computation Wentao Li Paul Fearnhead 166 36 0 22 Sep 2016
Adapting the ABC distance function D. Prangle 112 95 0 03 Jul 2015
Approximate Bayesian Computation for Forward Modeling in Cosmology Joel Akeret Alexandre Réfrégier A. Amara Sebastian Seehars C. Hasner 75 90 0 27 Apr 2015
Sequential Monte Carlo with Adaptive Weights for Approximate Bayesian Computation Fernando V. Bonassi M. West 264 73 0 26 Mar 2015
A comparison of emulation methods for Approximate Bayesian Computation F. Jabot Guillaume Lagarrigues B. Courbaud Nicolas Dumoulin 87 11 0 16 Dec 2014
Accelerating inference for diffusions observed with measurement error and large sample sizes using Approximate Bayesian Computation Umberto Picchini J. Forman 122 18 0 03 Oct 2013
Optimizing Threshold - Schedules for Approximate Bayesian Computation Sequential Monte Carlo Samplers: Applications to Molecular Systems D. Silk S. Filippi M. Stumpf 210 11 0 11 Oct 2012
A Simulated Annealing Approach to Approximate Bayes Computations Carlo Albert H. Künsch A. Scheidegger 96 55 0 10 Aug 2012