Khorshidi, H. R.; Nematollahi, A. R.; Manouchehri, T. On the vector-valued generalized autoregressive models. (English) Zbl 07739794 J. Stat. Comput. Simulation 93, No. 14, 2428-2449 (2023). MSC: 62-XX 62H12 60G10 62F15 62H10 62M10 PDFBibTeX XMLCite \textit{H. R. Khorshidi} et al., J. Stat. Comput. Simulation 93, No. 14, 2428--2449 (2023; Zbl 07739794) Full Text: DOI
Ru, Zice; Liu, Jiapeng; Kadziński, Miłosz; Liao, Xiuwu Probabilistic ordinal regression methods for multiple criteria sorting admitting certain and uncertain preferences. (English) Zbl 07737889 Eur. J. Oper. Res. 311, No. 2, 596-616 (2023). MSC: 90Bxx PDFBibTeX XMLCite \textit{Z. Ru} et al., Eur. J. Oper. Res. 311, No. 2, 596--616 (2023; Zbl 07737889) Full Text: DOI
Zhang, Tianfang; Bokrantz, Rasmus; Olsson, Jimmy A similarity-based Bayesian mixture-of-experts model. (English) Zbl 1517.62051 Stat. Comput. 33, No. 4, Paper No. 83, 23 p. (2023). MSC: 62-08 62G08 62F15 62H30 PDFBibTeX XMLCite \textit{T. Zhang} et al., Stat. Comput. 33, No. 4, Paper No. 83, 23 p. (2023; Zbl 1517.62051) Full Text: DOI arXiv
Heng, Jeremy; Jasra, Ajay; Law, Kody J. H.; Tarakanov, Alexander On unbiased estimation for discretized models. (English) Zbl 1514.65007 SIAM/ASA J. Uncertain. Quantif. 11, 616-645 (2023). MSC: 65C05 65C40 60J22 PDFBibTeX XMLCite \textit{J. Heng} et al., SIAM/ASA J. Uncertain. Quantif. 11, 616--645 (2023; Zbl 1514.65007) Full Text: DOI arXiv
Kundu, Anupam; Pourahmadi, Mohsen Bayesian estimation of constrained mean-covariance of normal distributions. (English) Zbl 1502.62061 Stat. Probab. Lett. 194, Article ID 109745, 12 p. (2023). MSC: 62H12 62E15 62F15 62H25 62J12 PDFBibTeX XMLCite \textit{A. Kundu} and \textit{M. Pourahmadi}, Stat. Probab. Lett. 194, Article ID 109745, 12 p. (2023; Zbl 1502.62061) Full Text: DOI
Crook, Oliver M.; Lilley, Kathryn S.; Gatto, Laurent; Kirk, Paul D. W. Semi-supervised nonparametric Bayesian modelling of spatial proteomics. (English) Zbl 1498.62204 Ann. Appl. Stat. 16, No. 4, 2554-2576 (2022). MSC: 62P10 62F15 62H30 62-08 PDFBibTeX XMLCite \textit{O. M. Crook} et al., Ann. Appl. Stat. 16, No. 4, 2554--2576 (2022; Zbl 1498.62204) Full Text: DOI arXiv
Zhang, Jiahui; Gelb, Anne; Scarnati, Theresa Empirical Bayesian inference using a support informed prior. (English) Zbl 1493.62031 SIAM/ASA J. Uncertain. Quantif. 10, 745-774 (2022). MSC: 62C12 65C40 68U10 PDFBibTeX XMLCite \textit{J. Zhang} et al., SIAM/ASA J. Uncertain. Quantif. 10, 745--774 (2022; Zbl 1493.62031) Full Text: DOI
Costa, Gianni; Ortale, Riccardo Hierarchical Bayesian text modeling for the unsupervised joint analysis of latent topics and semantic clusters. (English) Zbl 07554491 Int. J. Approx. Reasoning 147, 23-39 (2022). MSC: 68T37 PDFBibTeX XMLCite \textit{G. Costa} and \textit{R. Ortale}, Int. J. Approx. Reasoning 147, 23--39 (2022; Zbl 07554491) Full Text: DOI
Ru, Zice; Liu, Jiapeng; Kadziński, Miłosz; Liao, Xiuwu Bayesian ordinal regression for multiple criteria choice and ranking. (English) Zbl 1490.90168 Eur. J. Oper. Res. 299, No. 2, 600-620 (2022). MSC: 90B50 91B06 PDFBibTeX XMLCite \textit{Z. Ru} et al., Eur. J. Oper. Res. 299, No. 2, 600--620 (2022; Zbl 1490.90168) Full Text: DOI
Costa, Gianni; Ortale, Riccardo Jointly modeling and simultaneously discovering topics and clusters in text corpora using word vectors. (English) Zbl 07763273 Inf. Sci. 563, 226-240 (2021). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{G. Costa} and \textit{R. Ortale}, Inf. Sci. 563, 226--240 (2021; Zbl 07763273) Full Text: DOI
Pourzanjani, Arya A.; Jiang, Richard M.; Mitchell, Brian; Atzberger, Paul J.; Petzold, Linda R. Bayesian inference over the Stiefel manifold via the Givens representation. (English) Zbl 1493.62133 Bayesian Anal. 16, No. 2, 639-666 (2021). MSC: 62F15 62H25 62R30 PDFBibTeX XMLCite \textit{A. A. Pourzanjani} et al., Bayesian Anal. 16, No. 2, 639--666 (2021; Zbl 1493.62133) Full Text: DOI arXiv
Lee, Wonjung; Sun, Yiqun; Lu, Shuai Hierarchical sparse observation models and informative prior for Bayesian inference of spatially varying parameters. (English) Zbl 07508390 J. Comput. Phys. 422, Article ID 109768, 18 p. (2020). MSC: 62-XX 65-XX PDFBibTeX XMLCite \textit{W. Lee} et al., J. Comput. Phys. 422, Article ID 109768, 18 p. (2020; Zbl 07508390) Full Text: DOI
Soize, Christian; Ghanem, Roger G.; Desceliers, Christophe Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset. (English) Zbl 1452.62987 Stat. Comput. 30, No. 5, 1433-1457 (2020). MSC: 62R07 62R30 62P10 68T05 PDFBibTeX XMLCite \textit{C. Soize} et al., Stat. Comput. 30, No. 5, 1433--1457 (2020; Zbl 1452.62987) Full Text: DOI arXiv
Lin, Peng; Neil, Martin; Fenton, Norman Improved high dimensional discrete Bayesian network inference using triplet region construction. (English) Zbl 1490.68201 J. Artif. Intell. Res. (JAIR) 69, 231-295 (2020). MSC: 68T09 62H22 62H30 PDFBibTeX XMLCite \textit{P. Lin} et al., J. Artif. Intell. Res. (JAIR) 69, 231--295 (2020; Zbl 1490.68201) Full Text: DOI
Lau, John W.; Cripps, Edward; Hui, Wendy Variational inference for multiplicative intensity models. (English) Zbl 1440.62109 Stat. Probab. Lett. 161, Article ID 108720, 6 p. (2020). MSC: 62G05 62N02 62-08 PDFBibTeX XMLCite \textit{J. W. Lau} et al., Stat. Probab. Lett. 161, Article ID 108720, 6 p. (2020; Zbl 1440.62109) Full Text: DOI
Park, Jong Hee; Sohn, Yunkyu Detecting structural changes in longitudinal network data. (English) Zbl 1436.62401 Bayesian Anal. 15, No. 1, 133-157 (2020). MSC: 62M05 62H11 62R10 62F15 62P99 62R40 PDFBibTeX XMLCite \textit{J. H. Park} and \textit{Y. Sohn}, Bayesian Anal. 15, No. 1, 133--157 (2020; Zbl 1436.62401) Full Text: DOI arXiv Euclid
Finley, Andrew O.; Datta, Abhirup; Cook, Bruce D.; Morton, Douglas C.; Andersen, Hans E.; Banerjee, Sudipto Efficient algorithms for Bayesian nearest neighbor Gaussian processes. (English) Zbl 07499062 J. Comput. Graph. Stat. 28, No. 2, 401-414 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{A. O. Finley} et al., J. Comput. Graph. Stat. 28, No. 2, 401--414 (2019; Zbl 07499062) Full Text: DOI Link
Felsberger, Lukas; Koutsourelakis, Phaedon-Stelios Physics-constrained, data-driven discovery of coarse-grained dynamics. (English) Zbl 1473.62088 Commun. Comput. Phys. 25, No. 5, 1259-1301 (2019). MSC: 62F15 62H99 82C21 PDFBibTeX XMLCite \textit{L. Felsberger} and \textit{P.-S. Koutsourelakis}, Commun. Comput. Phys. 25, No. 5, 1259--1301 (2019; Zbl 1473.62088) Full Text: DOI arXiv
Azzimonti, Laura; Corani, Giorgio; Zaffalon, Marco Hierarchical estimation of parameters in Bayesian networks. (English) Zbl 1507.62005 Comput. Stat. Data Anal. 137, 67-91 (2019). MSC: 62-08 62F15 68T35 62H30 PDFBibTeX XMLCite \textit{L. Azzimonti} et al., Comput. Stat. Data Anal. 137, 67--91 (2019; Zbl 1507.62005) Full Text: DOI arXiv
Zhao, Xuehua; Liu, Xueyan; Chen, Huiling Network modelling and variational Bayesian inference for structure analysis of signed networks. (English) Zbl 1462.62190 Appl. Math. Modelling 61, 237-254 (2018). MSC: 62F15 62H12 05C82 90B10 PDFBibTeX XMLCite \textit{X. Zhao} et al., Appl. Math. Modelling 61, 237--254 (2018; Zbl 1462.62190) Full Text: DOI
Law, Jonathan; Wilkinson, Darren J. Composable models for online Bayesian analysis of streaming data. (English) Zbl 1430.62270 Stat. Comput. 28, No. 6, 1119-1137 (2018). MSC: 62R07 62F15 65C40 PDFBibTeX XMLCite \textit{J. Law} and \textit{D. J. Wilkinson}, Stat. Comput. 28, No. 6, 1119--1137 (2018; Zbl 1430.62270) Full Text: DOI arXiv
Lee, Wonjung; Zabaras, Nicholas Parallel probabilistic graphical model approach for nonparametric Bayesian inference. (English) Zbl 1418.62084 J. Comput. Phys. 372, 546-563 (2018). MSC: 62G05 62F15 62M20 62H99 PDFBibTeX XMLCite \textit{W. Lee} and \textit{N. Zabaras}, J. Comput. Phys. 372, 546--563 (2018; Zbl 1418.62084) Full Text: DOI
Bezener, Martin; Hughes, John; Jones, Galin [Prado; Raquel; Sidén, Per; Villani, Mattias; Vannucci, Marina; Kook, Jeong Hwan; Hinne, Max; Janssen, Ronald J.; Mohammadi, Reza; Brown, D. Andrew; Lazar, Nicole A.; Gasperoni, Francesca; Luati, Alessandra] Bayesian spatiotemporal modeling using hierarchical spatial priors, with applications to functional magnetic resonance imaging (with discussion). (English) Zbl 1407.62072 Bayesian Anal. 13, No. 4, 1261-1313 (2018). MSC: 62F15 62M40 62P35 PDFBibTeX XMLCite \textit{M. Bezener} et al., Bayesian Anal. 13, No. 4, 1261--1313 (2018; Zbl 1407.62072) Full Text: DOI Euclid
Vinci, Giuseppe; Ventura, Valérie; Smith, Matthew A.; Kass, Robert E. Adjusted regularization of cortical covariance. (English) Zbl 1402.92029 J. Comput. Neurosci. 45, No. 2, 83-101 (2018). MSC: 92B20 92C20 62P10 92-04 PDFBibTeX XMLCite \textit{G. Vinci} et al., J. Comput. Neurosci. 45, No. 2, 83--101 (2018; Zbl 1402.92029) Full Text: DOI Link
Benavoli, Alessio; Corani, Giorgio; Demšar, Janez; Zaffalon, Marco Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis. (English) Zbl 1440.62237 J. Mach. Learn. Res. 18(2017-2018), Paper No. 77, 36 p. (2017). MSC: 62H30 62H20 62F03 62F15 PDFBibTeX XMLCite \textit{A. Benavoli} et al., J. Mach. Learn. Res. 18, Paper No. 77, 36 p. (2017; Zbl 1440.62237) Full Text: arXiv Link
Aderhold, Andrej; Husmeier, Dirk; Grzegorczyk, Marco Approximate Bayesian inference in semi-mechanistic models. (English) Zbl 1384.62075 Stat. Comput. 27, No. 4, 1003-1040 (2017). MSC: 62F15 62J10 62P10 92C42 PDFBibTeX XMLCite \textit{A. Aderhold} et al., Stat. Comput. 27, No. 4, 1003--1040 (2017; Zbl 1384.62075) Full Text: DOI Link
Bussas, Matthias; Sawade, Christoph; Kühn, Nicolas; Scheffer, Tobias; Landwehr, Niels Varying-coefficient models for geospatial transfer learning. (English) Zbl 1460.62156 Mach. Learn. 106, No. 9-10, 1419-1440 (2017). MSC: 62M30 62M20 62F15 62H30 62P20 86A15 86A32 PDFBibTeX XMLCite \textit{M. Bussas} et al., Mach. Learn. 106, No. 9--10, 1419--1440 (2017; Zbl 1460.62156) Full Text: DOI
Corani, Giorgio; Benavoli, Alessio; Demšar, Janez; Mangili, Francesca; Zaffalon, Marco Statistical comparison of classifiers through Bayesian hierarchical modelling. (English) Zbl 1440.62241 Mach. Learn. 106, No. 11, 1817-1837 (2017). MSC: 62H30 62G10 PDFBibTeX XMLCite \textit{G. Corani} et al., Mach. Learn. 106, No. 11, 1817--1837 (2017; Zbl 1440.62241) Full Text: DOI arXiv
Davies, Vinny; Reeve, Richard; Harvey, William T.; Maree, Francois F.; Husmeier, Dirk A sparse hierarchical Bayesian model for detecting relevant antigenic sites in virus evolution. (English) Zbl 1417.62307 Comput. Stat. 32, No. 3, 803-843 (2017). MSC: 62P10 62J05 62F15 62-08 PDFBibTeX XMLCite \textit{V. Davies} et al., Comput. Stat. 32, No. 3, 803--843 (2017; Zbl 1417.62307) Full Text: DOI Link
Tripathy, Rohit; Bilionis, Ilias; Gonzalez, Marcial Gaussian processes with built-in dimensionality reduction: applications to high-dimensional uncertainty propagation. (English) Zbl 1349.65049 J. Comput. Phys. 321, 191-223 (2016). MSC: 65C50 62F15 62H30 62J02 PDFBibTeX XMLCite \textit{R. Tripathy} et al., J. Comput. Phys. 321, 191--223 (2016; Zbl 1349.65049) Full Text: DOI arXiv
de Campos, Cassio P.; Corani, Giorgio; Scanagatta, Mauro; Cuccu, Marco; Zaffalon, Marco Learning extended tree augmented naive structures. (English) Zbl 1346.68169 Int. J. Approx. Reasoning 68, 153-163 (2016). MSC: 68T05 62H30 PDFBibTeX XMLCite \textit{C. P. de Campos} et al., Int. J. Approx. Reasoning 68, 153--163 (2016; Zbl 1346.68169) Full Text: DOI
Kamronn, Simon; Poulsen, Andreas Trier; Hansen, Lars Kai Multiview Bayesian correlated component analysis. (English) Zbl 1414.92175 Neural Comput. 27, No. 10, 2207-2230 (2015). MSC: 92C55 92C20 62P10 PDFBibTeX XMLCite \textit{S. Kamronn} et al., Neural Comput. 27, No. 10, 2207--2230 (2015; Zbl 1414.92175) Full Text: DOI arXiv
Kohler, Dominic; Marzouk, Youssef M.; Müller, Johannes; Wever, Utz A new network approach to Bayesian inference in partial differential equations. (English) Zbl 1352.35018 Int. J. Numer. Methods Eng. 104, No. 5, 313-329 (2015). MSC: 35G31 62F15 35A35 35G20 62H99 65C50 65J22 PDFBibTeX XMLCite \textit{D. Kohler} et al., Int. J. Numer. Methods Eng. 104, No. 5, 313--329 (2015; Zbl 1352.35018) Full Text: DOI
Barclay, Lorna M.; Collazo, Rodrigo A.; Smith, Jim Q.; Thwaites, Peter A.; Nicholson, Ann E. The dynamic chain event graph. (English) Zbl 1336.62205 Electron. J. Stat. 9, No. 2, 2130-2169 (2015). MSC: 62H99 62A09 62F15 60K15 62P10 PDFBibTeX XMLCite \textit{L. M. Barclay} et al., Electron. J. Stat. 9, No. 2, 2130--2169 (2015; Zbl 1336.62205) Full Text: DOI Euclid
Zhang, Zhihua; Wang, Dakan; Dai, Guang; Jordan, Michael I. Matrix-variate Dirichlet process priors with applications. (English) Zbl 1327.62175 Bayesian Anal. 9, No. 2, 259-286 (2014). MSC: 62F15 62G08 60B20 60G57 62H30 PDFBibTeX XMLCite \textit{Z. Zhang} et al., Bayesian Anal. 9, No. 2, 259--286 (2014; Zbl 1327.62175) Full Text: DOI Euclid
Ostwald, Dirk; Kirilina, Evgeniya; Starke, Ludger; Blankenburg, Felix A tutorial on variational Bayes for latent linear stochastic time-series models. (English) Zbl 1304.62116 J. Math. Psychol. 60, 1-19 (2014). MSC: 62M10 62F15 62-01 91E40 91E45 60H10 PDFBibTeX XMLCite \textit{D. Ostwald} et al., J. Math. Psychol. 60, 1--19 (2014; Zbl 1304.62116) Full Text: DOI