Found 41 Documents (Results 1–41)
Efficient constitutive parameter identification through optimisation-based techniques: a comparative analysis and novel composite Bayesian optimisation strategy. (English) Zbl 07867430
Likelihood-free inference in state-space models with unknown dynamics. (English) Zbl 1529.62010
MSC:
62-08
A machine learning approach to automate ductile damage parameter selection using finite element simulations. (English) Zbl 1530.74073
Optimal thinning of MCMC output. (English) Zbl 07909606
MSC:
62-XX
Application of multi-objective Bayesian shape optimisation to a sharp-heeled Kaplan draft tube. (English) Zbl 1494.90104
From Bayesian inference to MCMC and convex optimisation in Hadamard manifolds. (English) Zbl 07495196
Nielsen, Frank (ed.) et al., Geometric science of information. 5th international conference, GSI 2021, Paris, France, July 21–23, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12829, 3-11 (2021).
Altering Gaussian process to Student-\(t\) process for maximum distribution construction. (English) Zbl 07471185
MSC:
62-XX
Learning and meta-learning of stochastic advection-diffusion-reaction systems from sparse measurements. (English) Zbl 1538.68040
Are we forgetting about compositional optimisers in Bayesian optimisation? (English) Zbl 07415103
MSC:
68T05
Automated shape optimisation of a plane asymmetric diffuser using combined computational fluid dynamic simulations and multi-objective Bayesian methodology. (English) Zbl 07474494
Line of sight controller tuning using Bayesian optimisation: application to a double stage stabilisation platform. (English) Zbl 1482.93436
Bioinformatics and phylogenetics. Seminal contributions of Bernard Moret. (English) Zbl 1429.92003
Computational Biology 29. Cham: Springer (ISBN 978-3-030-10836-6/hbk; 978-3-030-10837-3/ebook). xxv, 410 p. (2019).
Reviewer: Irina Ioana Mohorianu (Oxford)
Exact integrated completed likelihood maximisation for the stochastic block transition model. (Maximisation d’un critère exact de classification pour un modèle des blocs latents pour les réseaux dynamiques.) (English. French summary) Zbl 1423.90041
Reviewer: Michael Stolz (Münster)
Efficient acquisition rules for model-based approximate Bayesian computation. (English) Zbl 1416.62453
An induced natural selection heuristic for finding optimal Bayesian experimental designs. (English) Zbl 1469.62130
Editorial. (English) Zbl 1372.00112
Integer linear programming for the Bayesian network structure learning problem. (English) Zbl 1404.68094
A review of modern computational algorithms for Bayesian optimal design. (English) Zbl 07763475
MSC:
62-XX
Forecasting inflation and GDP growth using heuristic optimisation of information criteria and variable reduction methods. (English) Zbl 1466.62112
Bayesian policy reuse. (English) Zbl 1454.68129
Simulation-based fully Bayesian experimental design for mixed effects models. (English) Zbl 1468.62169
Bayesian computation: a summary of the current state, and samples backwards and forwards. (English) Zbl 1331.62017
Towards Bayesian experimental design for nonlinear models that require a large number of sampling times. (English) Zbl 1471.62175
Improved maximum likelihood reconstruction of complex multi-generational pedigrees. (English) Zbl 1303.92085
Optimisation of fully adaptive Bayesian \(\bar{X}\) charts for infinite-horizon processes. (English) Zbl 1307.93462
Economic modeling using artificial intelligence methods. (English) Zbl 1269.91002
Advanced Information and Knowledge Processing. London: Springer (ISBN 978-1-4471-5009-1/hbk; 978-1-4471-5010-7/ebook). xvi, 261 p. (2013).
Reviewer: Vangelis Grigoroudis (Chania)
Bayesian network. (English) Zbl 1213.68060
Rijeka: Sciyo (ISBN 978-953-307-124-4). x, 442 p. (2010).
Gibbs classifiers. (Russian, English) Zbl 1074.60064
Teor. Jmovirn. Mat. Stat. 70, 36-46 (2004); translation in Theory Probab. Math. Stat. 70, 41-51 (2005).
Reviewer: R. E. Maiboroda (Kyïv)
Neural networks and financial markets. Predicting, combining and portfolio optimisation. (English) Zbl 1022.91031
Perspectives in Neural Computing. London: Springer. xiii, 273 p. (2002).
Reviewer: Neculai Curteanu (Iaşi)
Comparison of public-domain software for black box global optimization. (English) Zbl 0963.90062
Reviewer: D.Nowack (Berlin)
Statistical prediction analysis. (English) Zbl 0419.62031
Cambridge etc.: Cambridge University Press. XI, 273 p. pbk: £5.95 (1980).
Formal methods in policy formulation. The application of Bayesian decision analysis to the screening, structuring, optimisation and implementation of policies within complex organisations. (English) Zbl 0435.90005
Interdisciplinary Systems Research. 49. Basel, Stuttgart: Birkhäuser Verlag. XI, 238 p. DM 44.00 (1978).
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