Sinsbeck, Michael; Cooke, Emily; Nowak, Wolfgang Sequential design of computer experiments for the computation of Bayesian model evidence. (English) Zbl 07332580 SIAM/ASA J. Uncertain. Quantif. 9, 260-279 (2021). MSC: 62L05 62K05 62F15 62F35 60G15 65C20 PDF BibTeX XML Cite \textit{M. Sinsbeck} et al., SIAM/ASA J. Uncertain. Quantif. 9, 260--279 (2021; Zbl 07332580) Full Text: DOI
Jia, Junxiong; Zhao, Qian; Xu, Zongben; Meng, Deyu; Leung, Yee Variational Bayes’ method for functions with applications to some inverse problems. (English) Zbl 07331671 SIAM J. Sci. Comput. 43, No. 1, A355-A383 (2021). MSC: 65L09 49N45 62F15 PDF BibTeX XML Cite \textit{J. Jia} et al., SIAM J. Sci. Comput. 43, No. 1, A355--A383 (2021; Zbl 07331671) Full Text: DOI
Sun, Yilun; Wang, Lu Stochastic tree search for estimating optimal dynamic treatment regimes. (English) Zbl 07329725 J. Am. Stat. Assoc. 116, No. 533, 421-432 (2021). MSC: 62P10 68T05 PDF BibTeX XML Cite \textit{Y. Sun} and \textit{L. Wang}, J. Am. Stat. Assoc. 116, No. 533, 421--432 (2021; Zbl 07329725) Full Text: DOI
Zhang, Yan-Bin; Huang, Long-Ting; Li, Yang-Qing; He, Ke-Sen; Zhang, Kai; Yin, Chang-Chuan Low-rank and joint-sparse signal recovery using sparse Bayesian learning in a WBAN. (English) Zbl 07326868 Multidimensional Syst. Signal Process. 32, No. 1, 359-379 (2021). MSC: 94 PDF BibTeX XML Cite \textit{Y.-B. Zhang} et al., Multidimensional Syst. Signal Process. 32, No. 1, 359--379 (2021; Zbl 07326868) Full Text: DOI
Dixit, Anand; Roy, Vivekananda Posterior impropriety of some sparse Bayesian learning models. (English) Zbl 07325878 Stat. Probab. Lett. 171, Article ID 109039, 8 p. (2021). MSC: 62F15 62H30 68T05 46E22 PDF BibTeX XML Cite \textit{A. Dixit} and \textit{V. Roy}, Stat. Probab. Lett. 171, Article ID 109039, 8 p. (2021; Zbl 07325878) Full Text: DOI
Klüppelberg, Claudia; Krali, Mario Estimating an extreme Bayesian network via scalings. (English) Zbl 07321505 J. Multivariate Anal. 181, Article ID 104672, 23 p. (2021). MSC: 62H22 62R01 62G30 62G32 60G70 60F10 65S05 05C90 62P10 62P05 PDF BibTeX XML Cite \textit{C. Klüppelberg} and \textit{M. Krali}, J. Multivariate Anal. 181, Article ID 104672, 23 p. (2021; Zbl 07321505) Full Text: DOI
Meng, Delong Learning from like-minded people. (English) Zbl 07314613 Games Econ. Behav. 126, 231-250 (2021). MSC: 91D15 91A28 91B15 PDF BibTeX XML Cite \textit{D. Meng}, Games Econ. Behav. 126, 231--250 (2021; Zbl 07314613) Full Text: DOI
Wong, Tsz-Ning; Yang, Lily Ling Dynamic expert incentives in teams. (English) Zbl 07314596 Games Econ. Behav. 125, 27-47 (2021). MSC: 91B06 91A26 PDF BibTeX XML Cite \textit{T.-N. Wong} and \textit{L. L. Yang}, Games Econ. Behav. 125, 27--47 (2021; Zbl 07314596) Full Text: DOI
Sucar, Luis Enrique Probabilistic graphical models. Principles and applications. 2nd fully updated edition. (English) Zbl 1453.68001 Advances in Computer Vision and Pattern Recognition. Cham: Springer (ISBN 978-3-030-61942-8/hbk; 978-3-030-61943-5/ebook). xxviii, 355 p. (2021). MSC: 68-01 62-01 60J20 62-04 62F15 62H22 62H30 68-04 68T05 68T07 68T37 90C40 PDF BibTeX XML Cite \textit{L. E. Sucar}, Probabilistic graphical models. Principles and applications. 2nd fully updated edition. Cham: Springer (2021; Zbl 1453.68001) Full Text: DOI
Drent, Collin; Kapodistria, Stella; Boxma, Onno Censored lifetime learning: optimal Bayesian age-replacement policies. (English) Zbl 07331213 Oper. Res. Lett. 48, No. 6, 827-834 (2020). MSC: 90 PDF BibTeX XML Cite \textit{C. Drent} et al., Oper. Res. Lett. 48, No. 6, 827--834 (2020; Zbl 07331213) Full Text: DOI
Koul, Nimrita; Manvi, Sunilkumar S. Computational methods for inference of gene regulatory networks from gene expression data. (English) Zbl 07327375 Srinivasa, K. G. (ed.) et al., Statistical modelling and machine learning principles for bioinformatics techniques, tools, and applications. Singapore: Springer (ISBN 978-981-15-2444-8/hbk; 978-981-15-2447-9/pbk; 978-981-15-2445-5/ebook). Algorithms for Intelligent Systems, 135-149 (2020). MSC: 92C40 92C42 68T05 92-08 PDF BibTeX XML Cite \textit{N. Koul} and \textit{S. S. Manvi}, in: Statistical modelling and machine learning principles for bioinformatics techniques, tools, and applications. Singapore: Springer. 135--149 (2020; Zbl 07327375) Full Text: DOI
Nachbar, John Learning in games. (English) Zbl 1455.91051 Sotomayor, Marilda (ed.) et al., Complex social and behavioral systems. Game theory and agent-based models. New York, NY: Springer. Encycl. Complex. Syst. Sci. Ser., 485-498 (2020). MSC: 91A26 91A20 PDF BibTeX XML Cite \textit{J. Nachbar}, in: Complex social and behavioral systems. Game theory and agent-based models. New York, NY: Springer. 485--498 (2020; Zbl 1455.91051) Full Text: DOI
Li, Ao; Wan, Zhaoman; Wan, Zhong Optimal design of online sequential buy-price auctions with consumer valuation learning. (English) Zbl 07309466 Asia-Pac. J. Oper. Res. 37, No. 3, Article ID 2050012, 26 p. (2020). MSC: 91B26 90C39 PDF BibTeX XML Cite \textit{A. Li} et al., Asia-Pac. J. Oper. Res. 37, No. 3, Article ID 2050012, 26 p. (2020; Zbl 07309466) Full Text: DOI
Heber, Frederik; Trst’anová, Žofia; Leimkuhler, Benedict Posterior sampling strategies based on discretized stochastic differential equations for machine learning applications. (English) Zbl 07307488 J. Mach. Learn. Res. 21, Paper No. 228, 33 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{F. Heber} et al., J. Mach. Learn. Res. 21, Paper No. 228, 33 p. (2020; Zbl 07307488) Full Text: Link
Gu, Jiaying; Zhou, Qing Learning big Gaussian Bayesian networks: partition, estimation and fusion. (English) Zbl 07307465 J. Mach. Learn. Res. 21, Paper No. 158, 31 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Gu} and \textit{Q. Zhou}, J. Mach. Learn. Res. 21, Paper No. 158, 31 p. (2020; Zbl 07307465) Full Text: Link
Mohammadi, Reza; Pratola, Matthew; Kaptein, Maurits Continuous-time birth-death MCMC for Bayesian regression tree models. (English) Zbl 07306891 J. Mach. Learn. Res. 21, Paper No. 201, 26 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{R. Mohammadi} et al., J. Mach. Learn. Res. 21, Paper No. 201, 26 p. (2020; Zbl 07306891) Full Text: Link
Tenzer, Yaniv; Moscovich, Amit; Dorn, Mary Frances; Nadler, Boaz; Spiegelman, Clifford Beyond trees: classification with sparse pairwise dependencies. (English) Zbl 07306885 J. Mach. Learn. Res. 21, Paper No. 189, 33 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{Y. Tenzer} et al., J. Mach. Learn. Res. 21, Paper No. 189, 33 p. (2020; Zbl 07306885) Full Text: Link
Rotnitzky, Andrea; Smucler, Ezequiel Efficient adjustment sets for population average causal treatment effect estimation in graphical models. (English) Zbl 07306884 J. Mach. Learn. Res. 21, Paper No. 188, 86 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{A. Rotnitzky} and \textit{E. Smucler}, J. Mach. Learn. Res. 21, Paper No. 188, 86 p. (2020; Zbl 07306884) Full Text: Link
Tuo, Rui; Wang, Wenjia Kriging prediction with isotropic Matérn correlations: robustness and experimental designs. (English) Zbl 07306883 J. Mach. Learn. Res. 21, Paper No. 187, 38 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{R. Tuo} and \textit{W. Wang}, J. Mach. Learn. Res. 21, Paper No. 187, 38 p. (2020; Zbl 07306883) Full Text: Link
Tonolini, Francesco; Radford, Jack; Turpin, Alex; Faccio, Daniele; Murray-Smith, Roderick Variational inference for computational imaging inverse problems. (English) Zbl 07306876 J. Mach. Learn. Res. 21, Paper No. 179, 46 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{F. Tonolini} et al., J. Mach. Learn. Res. 21, Paper No. 179, 46 p. (2020; Zbl 07306876) Full Text: Link
Agrawal, Devanshu; Papamarkou, Theodore; Hinkle, Jacob Wide neural networks with bottlenecks are deep Gaussian processes. (English) Zbl 07306874 J. Mach. Learn. Res. 21, Paper No. 175, 66 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Agrawal} et al., J. Mach. Learn. Res. 21, Paper No. 175, 66 p. (2020; Zbl 07306874) Full Text: Link
Hoiles, William; Krishnamurthy, Vikram; Pattanayak, Kunal Rationally inattentive inverse reinforcement learning explains YouTube commenting behavior. (English) Zbl 07306871 J. Mach. Learn. Res. 21, Paper No. 170, 39 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{W. Hoiles} et al., J. Mach. Learn. Res. 21, Paper No. 170, 39 p. (2020; Zbl 07306871) Full Text: Link
Jaiswal, Prateek; Rao, Vinayak; Honnappa, Harsha Asymptotic consistency of \(\alpha \)-Rényi-approximate posteriors. (English) Zbl 07306861 J. Mach. Learn. Res. 21, Paper No. 156, 42 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{P. Jaiswal} et al., J. Mach. Learn. Res. 21, Paper No. 156, 42 p. (2020; Zbl 07306861) Full Text: Link
Paul, Supratik; Chatzilygeroudis, Konstantinos; Ciosek, Kamil; Mouret, Jean-Baptiste; Osborne, Michael A.; Whiteson, Shimon Robust reinforcement learning with Bayesian optimisation and quadrature. (English) Zbl 07306857 J. Mach. Learn. Res. 21, Paper No. 151, 31 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{S. Paul} et al., J. Mach. Learn. Res. 21, Paper No. 151, 31 p. (2020; Zbl 07306857) Full Text: Link
Rontsis, Nikitas; Osborne, Michael A.; Goulart, Paul J. Distributionally ambiguous optimization for batch Bayesian optimization. (English) Zbl 07306855 J. Mach. Learn. Res. 21, Paper No. 149, 26 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{N. Rontsis} et al., J. Mach. Learn. Res. 21, Paper No. 149, 26 p. (2020; Zbl 07306855) Full Text: Link
Ajdari, Ali; Saberian, Fatemeh; Ghate, Archis A theoretical framework for learning tumor dose-response uncertainty in individualized spatiobiologically integrated radiotherapy. (English) Zbl 07303815 INFORMS J. Comput. 32, No. 4, 930-951 (2020). MSC: 90C PDF BibTeX XML Cite \textit{A. Ajdari} et al., INFORMS J. Comput. 32, No. 4, 930--951 (2020; Zbl 07303815) Full Text: DOI
Zhuang, Haoxin; Diao, Liqun; Yi, Grace Y. A Bayesian hierarchical copula model. (English) Zbl 07298082 Electron. J. Stat. 14, No. 2, 4457-4488 (2020). Reviewer: Jonas Šiaulys (Vilnius) MSC: 62H05 62H20 62P10 65C05 68T05 PDF BibTeX XML Cite \textit{H. Zhuang} et al., Electron. J. Stat. 14, No. 2, 4457--4488 (2020; Zbl 07298082) Full Text: DOI Euclid
Da Costa, Lancelot; Parr, Thomas; Sajid, Noor; Veselic, Sebastijan; Neacsu, Victorita; Friston, Karl Active inference on discrete state-spaces: a synthesis. (English) Zbl 1455.91190 J. Math. Psychol. 99, Article ID 102447, 25 p. (2020). MSC: 91E30 91E40 91B06 62P15 62F15 90C40 PDF BibTeX XML Cite \textit{L. Da Costa} et al., J. Math. Psychol. 99, Article ID 102447, 25 p. (2020; Zbl 1455.91190) Full Text: DOI
Fisher, Christopher R.; Houpt, Joseph W.; Gunzelmann, Glenn Developing memory-based models of ACT-R within a statistical framework. (English) Zbl 1455.91186 J. Math. Psychol. 98, Article ID 102416, 16 p. (2020). MSC: 91E10 91E40 62P15 62F15 PDF BibTeX XML Cite \textit{C. R. Fisher} et al., J. Math. Psychol. 98, Article ID 102416, 16 p. (2020; Zbl 1455.91186) Full Text: DOI
Jobst, Lisa J.; Heck, Daniel W.; Moshagen, Morten A comparison of correlation and regression approaches for multinomial processing tree models. (English) Zbl 1455.91203 J. Math. Psychol. 98, Article ID 102400, 13 p. (2020). MSC: 91E45 91E40 PDF BibTeX XML Cite \textit{L. J. Jobst} et al., J. Math. Psychol. 98, Article ID 102400, 13 p. (2020; Zbl 1455.91203) Full Text: DOI
Isomura, Takuya; Friston, Karl Reverse-engineering neural networks to characterize their cost functions. (English) Zbl 1453.92014 Neural Comput. 32, No. 11, 2085-2121 (2020). MSC: 92B20 90C40 PDF BibTeX XML Cite \textit{T. Isomura} and \textit{K. Friston}, Neural Comput. 32, No. 11, 2085--2121 (2020; Zbl 1453.92014) Full Text: DOI
Afrabandpey, Homayun; Peltola, Tomi; Piironen, Juho; Vehtari, Aki; Kaski, Samuel A decision-theoretic approach for model interpretability in Bayesian framework. (English) Zbl 07289241 Mach. Learn. 109, No. 9-10, 1855-1876 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{H. Afrabandpey} et al., Mach. Learn. 109, No. 9--10, 1855--1876 (2020; Zbl 07289241) Full Text: DOI
Sallam, Omar; El-Refaey, Adel M.; Guaily, Amr Water-aluminum oxide nano-fluid Nusselt number enhancement and neural network accelerated prediction. (English) Zbl 1454.76102 Farouk, Mohamed Hesham (ed.) et al., Recent advances in engineering math and physics. Proceedings of the international conference, RAEMP 2019, Cairo, Egypt, December 24–26, 2019. Cham: Springer. 343-359 (2020). MSC: 76T20 76M10 76M99 80A19 68T05 PDF BibTeX XML Cite \textit{O. Sallam} et al., in: Recent advances in engineering math and physics. Proceedings of the international conference, RAEMP 2019, Cairo, Egypt, December 24--26, 2019. Cham: Springer. 343--359 (2020; Zbl 1454.76102) Full Text: DOI
Burgard, Jan Pablo Book review of: K.-L. Du and M. N. S. Swamy, Neural networks and statistical learning. (English) Zbl 07286356 SIAM Rev. 62, No. 4, 988-990 (2020). MSC: 00A17 62-01 62M45 62H25 62F15 68T05 94D05 62R07 PDF BibTeX XML Cite \textit{J. P. Burgard}, SIAM Rev. 62, No. 4, 988--990 (2020; Zbl 07286356)
Peluso, Stefano; Consonni, Guido Compatible priors for model selection of high-dimensional Gaussian DAGs. (English) Zbl 1455.62062 Electron. J. Stat. 14, No. 2, 4110-4132 (2020). MSC: 62F15 62F07 62H22 PDF BibTeX XML Cite \textit{S. Peluso} and \textit{G. Consonni}, Electron. J. Stat. 14, No. 2, 4110--4132 (2020; Zbl 1455.62062) Full Text: DOI Euclid
Gao, Chao; van der Vaart, Aad W.; Zhou, Harrison H. A general framework for Bayes structured linear models. (English) Zbl 07285316 Ann. Stat. 48, No. 5, 2848-2878 (2020). MSC: 62C10 62F15 62J05 PDF BibTeX XML Cite \textit{C. Gao} et al., Ann. Stat. 48, No. 5, 2848--2878 (2020; Zbl 07285316) Full Text: DOI Euclid
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 PDF BibTeX XML Cite \textit{C. Soize} et al., Stat. Comput. 30, No. 5, 1433--1457 (2020; Zbl 1452.62987) Full Text: DOI
Chen, Ye; Ryzhov, Ilya O. Technical note: Consistency analysis of sequential learning under approximate Bayesian inference. (English) Zbl 1445.90043 Oper. Res. 68, No. 1, 295-307 (2020). MSC: 90B50 90C59 68T05 PDF BibTeX XML Cite \textit{Y. Chen} and \textit{I. O. Ryzhov}, Oper. Res. 68, No. 1, 295--307 (2020; Zbl 1445.90043) Full Text: DOI
Javidian, Mohammad Ali; Valtorta, Marco; Jamshidi, Pooyan AMP chain graphs: minimal separators and structure learning algorithms. (English) Zbl 07269309 J. Artif. Intell. Res. (JAIR) 69, 419-470 (2020). MSC: 68T PDF BibTeX XML Cite \textit{M. A. Javidian} et al., J. Artif. Intell. Res. (JAIR) 69, 419--470 (2020; Zbl 07269309) Full Text: DOI
Zhang, Yan; Chen, Zhaohui On the genetic regulation of Bayesian networks. (Chinese. English summary) Zbl 07267454 Math. Pract. Theory 50, No. 8, 84-93 (2020). MSC: 92D10 92C40 92C42 05C90 PDF BibTeX XML Cite \textit{Y. Zhang} and \textit{Z. Chen}, Math. Pract. Theory 50, No. 8, 84--93 (2020; Zbl 07267454)
Gao, Xiaoguang; Wang, Chenfeng; Di, Ruohai A block learning algorithm with improved \(K\)-means algorithm for learning sparse BN optimal structure. (Chinese. English summary) Zbl 07266294 Acta Autom. Sin. 46, No. 5, 923-933 (2020). MSC: 68T05 62H22 PDF BibTeX XML Cite \textit{X. Gao} et al., Acta Autom. Sin. 46, No. 5, 923--933 (2020; Zbl 07266294) Full Text: DOI
Wang, Songtao; Zhou, Zhen; Jin, Wei; Qu, Hanbing Saliency detection for RGB-D images under Bayesian framework. (Chinese. English summary) Zbl 07266277 Acta Autom. Sin. 46, No. 4, 695-720 (2020). MSC: 68T45 68U10 PDF BibTeX XML Cite \textit{S. Wang} et al., Acta Autom. Sin. 46, No. 4, 695--720 (2020; Zbl 07266277) Full Text: DOI
Zorzi, Mattia Autoregressive identification of Kronecker graphical models. (English) Zbl 1451.93406 Automatica 119, Article ID 109053, 12 p. (2020). MSC: 93E12 93E10 90C25 PDF BibTeX XML Cite \textit{M. Zorzi}, Automatica 119, Article ID 109053, 12 p. (2020; Zbl 1451.93406) Full Text: DOI
Larkin, Taylor; Mcmanus, Denise An analytical toast to wine: using stacked generalization to predict wine preference. (English) Zbl 07260692 Stat. Anal. Data Min. 13, No. 5, 451-464 (2020). MSC: 62 68 PDF BibTeX XML Cite \textit{T. Larkin} and \textit{D. Mcmanus}, Stat. Anal. Data Min. 13, No. 5, 451--464 (2020; Zbl 07260692) Full Text: DOI
Bigoni, D.; Chen, Y.; Trillos, N. Garcia; Marzouk, Y.; Sanz-Alonso, D. Data-driven forward discretizations for Bayesian inversion. (English) Zbl 1450.62136 Inverse Probl. 36, No. 10, Article ID 105008, 27 p. (2020). MSC: 62P35 62F15 62-08 68T05 PDF BibTeX XML Cite \textit{D. Bigoni} et al., Inverse Probl. 36, No. 10, Article ID 105008, 27 p. (2020; Zbl 1450.62136) Full Text: DOI
Sambasivan, Rajiv; Das, Sourish; Sahu, Sujit K. A Bayesian perspective of statistical machine learning for big data. (English) Zbl 07255797 Comput. Stat. 35, No. 3, 893-930 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{R. Sambasivan} et al., Comput. Stat. 35, No. 3, 893--930 (2020; Zbl 07255797) Full Text: DOI
Martin, Ryan; Tang, Yiqi Empirical priors for prediction in sparse high-dimensional linear regression. (English) Zbl 07255175 J. Mach. Learn. Res. 21, Paper No. 144, 30 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{R. Martin} and \textit{Y. Tang}, J. Mach. Learn. Res. 21, Paper No. 144, 30 p. (2020; Zbl 07255175) Full Text: Link
Burt, David R.; Rasmussen, Carl Edward; van der Wilk, Mark Convergence of sparse variational inference in Gaussian processes regression. (English) Zbl 07255162 J. Mach. Learn. Res. 21, Paper No. 131, 63 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{D. R. Burt} et al., J. Mach. Learn. Res. 21, Paper No. 131, 63 p. (2020; Zbl 07255162) Full Text: Link
Binette, Olivier; Pati, Debdeep; Dunson, David B. Bayesian closed surface fitting through tensor products. (English) Zbl 07255150 J. Mach. Learn. Res. 21, Paper No. 119, 26 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{O. Binette} et al., J. Mach. Learn. Res. 21, Paper No. 119, 26 p. (2020; Zbl 07255150) Full Text: Link
Rainforth, Tom; Golinski, Adam; Wood, Frank; Zaidi, Sheheryar Target-aware Bayesian inference: how to beat optimal conventional estimators. (English) Zbl 07255119 J. Mach. Learn. Res. 21, Paper No. 88, 54 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{T. Rainforth} et al., J. Mach. Learn. Res. 21, Paper No. 88, 54 p. (2020; Zbl 07255119) Full Text: Link
Park, Gunwoong Identifiability of additive noise models using conditional variances. (English) Zbl 07255106 J. Mach. Learn. Res. 21, Paper No. 75, 34 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{G. Park}, J. Mach. Learn. Res. 21, Paper No. 75, 34 p. (2020; Zbl 07255106) Full Text: Link
Johndrow, James; Orenstein, Paulo; Bhattacharya, Anirban Scalable approximate MCMC algorithms for the horseshoe prior. (English) Zbl 07255104 J. Mach. Learn. Res. 21, Paper No. 73, 61 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Johndrow} et al., J. Mach. Learn. Res. 21, Paper No. 73, 61 p. (2020; Zbl 07255104) Full Text: Link
Kool, Wouter; van Hoof, Herke; Welling, Max Ancestral Gumbel-top-\(k\) sampling for sampling without replacement. (English) Zbl 07255078 J. Mach. Learn. Res. 21, Paper No. 47, 36 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{W. Kool} et al., J. Mach. Learn. Res. 21, Paper No. 47, 36 p. (2020; Zbl 07255078) Full Text: Link
Williamson, Sinead A.; Zhang, Michael Minyi; Damien, Paul A new class of time dependent latent factor models with applications. (English) Zbl 07255058 J. Mach. Learn. Res. 21, Paper No. 27, 24 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{S. A. Williamson} et al., J. Mach. Learn. Res. 21, Paper No. 27, 24 p. (2020; Zbl 07255058) Full Text: Link
Chen, Wei James; Wang, Joseph Tao-yi A modified Monty Hall problem. (English) Zbl 1454.91058 Theory Decis. 89, No. 2, 151-156 (2020). Reviewer: Matthias Ehrgott (Lancaster) MSC: 91B06 91A90 91A26 PDF BibTeX XML Cite \textit{W. J. Chen} and \textit{J. T. y. Wang}, Theory Decis. 89, No. 2, 151--156 (2020; Zbl 1454.91058) Full Text: DOI
Marchetti, Gionni; Patriarca, Marco; Heinsalu, Els A bird’s-eye view of naming game dynamics: from trait competition to Bayesian inference. (English) Zbl 1442.91079 Chaos 30, No. 6, 063119, 22 p. (2020). MSC: 91F20 91A80 62F15 PDF BibTeX XML Cite \textit{G. Marchetti} et al., Chaos 30, No. 6, 063119, 22 p. (2020; Zbl 1442.91079) Full Text: DOI
Babkin, Andrey Incorporating side information into robust matrix factorization with Bayesian quantile regression. (English) Zbl 1450.62032 Stat. Probab. Lett. 165, Article ID 108847, 6 p. (2020). MSC: 62G08 62G35 62H30 15A23 68T05 PDF BibTeX XML Cite \textit{A. Babkin}, Stat. Probab. Lett. 165, Article ID 108847, 6 p. (2020; Zbl 1450.62032) Full Text: DOI
Brinkhuis, Matthieu J. S.; Maris, Gunter Dynamic estimation in the extended marginal Rasch model with an application to mathematical computer-adaptive practice. (English) Zbl 1440.62376 Br. J. Math. Stat. Psychol. 73, No. 1, 72-87 (2020). MSC: 62P15 62B05 62D05 62-08 PDF BibTeX XML Cite \textit{M. J. S. Brinkhuis} and \textit{G. Maris}, Br. J. Math. Stat. Psychol. 73, No. 1, 72--87 (2020; Zbl 1440.62376) Full Text: DOI
Radev, Stefan T.; Mertens, Ulf K.; Voss, Andreas; Köthe, Ullrich Towards end-to-end likelihood-free inference with convolutional neural networks. (English) Zbl 1440.62344 Br. J. Math. Stat. Psychol. 73, No. 1, 23-43 (2020). MSC: 62M45 62P15 62F15 62-08 62D20 PDF BibTeX XML Cite \textit{S. T. Radev} et al., Br. J. Math. Stat. Psychol. 73, No. 1, 23--43 (2020; Zbl 1440.62344) Full Text: DOI
Pradhan, Anshuman; Mukerji, Tapan Seismic Bayesian evidential learning: estimation and uncertainty quantification of sub-resolution reservoir properties. (English) Zbl 1439.86021 Comput. Geosci. 24, No. 3, 1121-1140 (2020). MSC: 86A15 62F15 68T05 86A32 PDF BibTeX XML Cite \textit{A. Pradhan} and \textit{T. Mukerji}, Comput. Geosci. 24, No. 3, 1121--1140 (2020; Zbl 1439.86021) Full Text: DOI
He, Xinyu; Reyes, Kristofer G.; Powell, Warren B. Optimal learning with local nonlinear parametric models over continuous designs. (English) Zbl 1445.62207 SIAM J. Sci. Comput. 42, No. 4, A2134-A2157 (2020). MSC: 62L05 62F07 62F15 65D15 62P35 68T05 62R10 PDF BibTeX XML Cite \textit{X. He} et al., SIAM J. Sci. Comput. 42, No. 4, A2134--A2157 (2020; Zbl 1445.62207) Full Text: DOI
Halbersberg, Dan; Wienreb, Maydan; Lerner, Boaz Joint maximization of accuracy and information for learning the structure of a Bayesian network classifier. (English) Zbl 07224991 Mach. Learn. 109, No. 5, 1039-1099 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{D. Halbersberg} et al., Mach. Learn. 109, No. 5, 1039--1099 (2020; Zbl 07224991) Full Text: DOI
Nishiyama, Yu; Kanagawa, Motonobu; Gretton, Arthur; Fukumizu, Kenji Model-based kernel sum rule: kernel Bayesian inference with probabilistic models. (English) Zbl 07224988 Mach. Learn. 109, No. 5, 939-972 (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{Y. Nishiyama} et al., Mach. Learn. 109, No. 5, 939--972 (2020; Zbl 07224988) Full Text: DOI
Li, Wei; Tan, Xu Locally Bayesian learning in networks. (English) Zbl 1445.91006 Theor. Econ. 15, No. 1, 239-278 (2020). MSC: 91A26 91D30 91A28 PDF BibTeX XML Cite \textit{W. Li} and \textit{X. Tan}, Theor. Econ. 15, No. 1, 239--278 (2020; Zbl 1445.91006) Full Text: DOI
Germano, Fabrizio; Weinstein, Jonathan; Zuazo-Garin, Peio Uncertain rationality, depth of reasoning and robustness in games with incomplete information. (English) Zbl 1445.91008 Theor. Econ. 15, No. 1, 89-122 (2020). MSC: 91A27 91A26 PDF BibTeX XML Cite \textit{F. Germano} et al., Theor. Econ. 15, No. 1, 89--122 (2020; Zbl 1445.91008) Full Text: DOI
Todorov, Venelin; Dimov, Ivan Efficient stochastic approaches for multidimensional integrals in Bayesian statistics. (English) Zbl 07223057 Lirkov, Ivan (ed.) et al., Large-scale scientific computing. 12th international conference, LSSC 2019, Sozopol, Bulgaria, June 10–14, 2019. Revised selected papers. Cham: Springer (ISBN 978-3-030-41031-5/pbk; 978-3-030-41032-2/ebook). Lecture Notes in Computer Science 11958, 454-462 (2020). MSC: 65 PDF BibTeX XML Cite \textit{V. Todorov} and \textit{I. Dimov}, Lect. Notes Comput. Sci. 11958, 454--462 (2020; Zbl 07223057) Full Text: DOI
Dunlop, Matthew M.; Slepčev, Dejan; Stuart, Andrew M.; Thorpe, Matthew Large data and zero noise limits of graph-based semi-supervised learning algorithms. (English) Zbl 1442.62768 Appl. Comput. Harmon. Anal. 49, No. 2, 655-697 (2020). MSC: 62R07 62G20 49J45 62C10 62F15 90C20 90C48 68T05 PDF BibTeX XML Cite \textit{M. M. Dunlop} et al., Appl. Comput. Harmon. Anal. 49, No. 2, 655--697 (2020; Zbl 1442.62768) Full Text: DOI
Maeda, Iwao; Matsushima, Hiroyasu; Sakaji, Hiroki; Izumi, Kiyoshi; Degraw, David; Tomioka, Hirokazu; et al. Learning uncertainty in market trend forecast using Bayesian neural networks. (English) Zbl 1447.91170 Bucciarelli, Edgardo (ed.) et al., Decision economics: complexity of decisions and decisions for complexity. Papers based on the presentations at the international conference on decision economics, DECON 2019, Ávila, Spain, June 26–28, 2019. Cham: Springer. Adv. Intell. Syst. Comput. 1009, 210-218 (2020). MSC: 91G15 62P05 62M20 91-08 PDF BibTeX XML Cite \textit{I. Maeda} et al., Adv. Intell. Syst. Comput. 1009, 210--218 (2020; Zbl 1447.91170) Full Text: DOI
Sapsis, Themistoklis P. Output-weighted optimal sampling for Bayesian regression and rare event statistics using few samples. (English) Zbl 1439.62177 Proc. R. Soc. Lond., A, Math. Phys. Eng. Sci. 476, No. 2234, Article ID 20190834, 23 p. (2020). MSC: 62K05 62F15 62D05 PDF BibTeX XML Cite \textit{T. P. Sapsis}, Proc. R. Soc. Lond., A, Math. Phys. Eng. Sci. 476, No. 2234, Article ID 20190834, 23 p. (2020; Zbl 1439.62177) Full Text: DOI
Mahajan, Pravar Dilip; Maurya, Abhinav; Megahed, Aly; Elwany, Alaa; Strong, Ray; Blomberg, Jeanette Optimizing predictive precision in imbalanced datasets for actionable revenue change prediction. (English) Zbl 1443.68149 Eur. J. Oper. Res. 285, No. 3, 1095-1113 (2020). MSC: 68T05 62P20 90B50 PDF BibTeX XML Cite \textit{P. D. Mahajan} et al., Eur. J. Oper. Res. 285, No. 3, 1095--1113 (2020; Zbl 1443.68149) Full Text: DOI
Jiang, Yu Identification of business cycles and the Great Moderation in the post-war U.S. economy. (English) Zbl 1437.91296 Econ. Lett. 190, Article ID 109072, 5 p. (2020). MSC: 91B62 60J20 91B82 PDF BibTeX XML Cite \textit{Y. Jiang}, Econ. Lett. 190, Article ID 109072, 5 p. (2020; Zbl 1437.91296) Full Text: DOI
Negrelli, Sara Bubbles and persuasion with uncertainty over market sentiment. (English) Zbl 1437.91093 Games Econ. Behav. 120, 67-85 (2020). MSC: 91A26 91A27 91B24 PDF BibTeX XML Cite \textit{S. Negrelli}, Games Econ. Behav. 120, 67--85 (2020; Zbl 1437.91093) Full Text: DOI
Battigalli, Pierpaolo; Corrao, Roberto; Sanna, Federico Epistemic game theory without types structures: an application to psychological games. (English) Zbl 1437.91090 Games Econ. Behav. 120, 28-57 (2020). MSC: 91A26 91A20 91A27 PDF BibTeX XML Cite \textit{P. Battigalli} et al., Games Econ. Behav. 120, 28--57 (2020; Zbl 1437.91090) Full Text: DOI
Lee, Michael D.; Bock, Jason R.; Cushman, Isaiah; Shankle, William R. An application of multinomial processing tree models and Bayesian methods to understanding memory impairment. (English) Zbl 1437.91377 J. Math. Psychol. 95, Article ID 102328, 17 p. (2020). MSC: 91E40 62F15 PDF BibTeX XML Cite \textit{M. D. Lee} et al., J. Math. Psychol. 95, Article ID 102328, 17 p. (2020; Zbl 1437.91377) Full Text: DOI
Gyenis, Zalán Standard Bayes logic is not finitely axiomatizable. (English) Zbl 1452.03051 Rev. Symb. Log. 13, No. 2, 326-337 (2020). Reviewer: Branislav Boričić (Beograd) MSC: 03B42 03B45 03A10 PDF BibTeX XML Cite \textit{Z. Gyenis}, Rev. Symb. Log. 13, No. 2, 326--337 (2020; Zbl 1452.03051) Full Text: DOI
Latz, Jonas On the well-posedness of Bayesian inverse problems. (English) Zbl 1437.49050 SIAM/ASA J. Uncertain. Quantif. 8, 451-482 (2020). MSC: 49N45 49K40 62F15 65N21 68Q32 68T05 PDF BibTeX XML Cite \textit{J. Latz}, SIAM/ASA J. Uncertain. Quantif. 8, 451--482 (2020; Zbl 1437.49050) Full Text: DOI
Riahi, Fatemeh; Schulte, Oliver Model-based exception mining for object-relational data. (English) Zbl 1433.68375 Data Min. Knowl. Discov. 34, No. 3, 681-722 (2020). MSC: 68T05 68T09 PDF BibTeX XML Cite \textit{F. Riahi} and \textit{O. Schulte}, Data Min. Knowl. Discov. 34, No. 3, 681--722 (2020; Zbl 1433.68375) Full Text: DOI
Ghose, Amur; Jaini, Priyank; Poupart, Pascal Learning directed acyclic graph SPNs in sub-quadratic time. (English) Zbl 1433.68342 Int. J. Approx. Reasoning 120, 48-73 (2020). MSC: 68T05 62H22 PDF BibTeX XML Cite \textit{A. Ghose} et al., Int. J. Approx. Reasoning 120, 48--73 (2020; Zbl 1433.68342) Full Text: DOI
Bradley, Jonathan R.; Wikle, Christopher K.; Holan, Scott H. Hierarchical models for spatial data with errors that are correlated with the latent process. (English) Zbl 1444.62066 Stat. Sin. 30, No. 1, 81-109 (2020). MSC: 62H11 62F15 62M20 62P20 PDF BibTeX XML Cite \textit{J. R. Bradley} et al., Stat. Sin. 30, No. 1, 81--109 (2020; Zbl 1444.62066) Full Text: DOI
Kolb, Samuel; Teso, Stefano; Dries, Anton; De Raedt, Luc Predictive spreadsheet autocompletion with constraints. (English) Zbl 1440.68218 Mach. Learn. 109, No. 2, 307-325 (2020). MSC: 68T05 62H22 PDF BibTeX XML Cite \textit{S. Kolb} et al., Mach. Learn. 109, No. 2, 307--325 (2020; Zbl 1440.68218) Full Text: DOI
He, Jia; Du, Changying; Zhuang, Fuzhen; Yin, Xin; He, Qing; Long, Guoping Online Bayesian max-margin subspace learning for multi-view classification and regression. (English) Zbl 1440.68213 Mach. Learn. 109, No. 2, 219-249 (2020). MSC: 68T05 62F15 62H12 62H30 68T10 PDF BibTeX XML Cite \textit{J. He} et al., Mach. Learn. 109, No. 2, 219--249 (2020; Zbl 1440.68213) Full Text: DOI
Alawieh, Leen; Goodman, Jonathan; Bell, John B. Iterative construction of Gaussian process surrogate models for Bayesian inference. (English) Zbl 1437.62105 J. Stat. Plann. Inference 207, 55-72 (2020). MSC: 62F15 60G15 68T05 62P30 PDF BibTeX XML Cite \textit{L. Alawieh} et al., J. Stat. Plann. Inference 207, 55--72 (2020; Zbl 1437.62105) Full Text: DOI
Kim, Gang-Hoo; Kim, Sung-Ho Marginal information for structure learning. (English) Zbl 1436.62210 Stat. Comput. 30, No. 2, 331-349 (2020). MSC: 62H17 62-08 68T05 PDF BibTeX XML Cite \textit{G.-H. Kim} and \textit{S.-H. Kim}, Stat. Comput. 30, No. 2, 331--349 (2020; Zbl 1436.62210) Full Text: DOI
Farcaş, I.-G.; Latz, J.; Ullmann, E.; Neckel, T.; Bungartz, H.-J. Multilevel adaptive sparse Leja approximations for Bayesian inverse problems. (English) Zbl 1432.35250 SIAM J. Sci. Comput. 42, No. 1, A424-A451 (2020). Reviewer: Rózsa Horváth-Bokor (Budakalász) MSC: 35R30 65D30 35J25 62F15 65N30 68T05 62-08 PDF BibTeX XML Cite \textit{I. G. Farcaş} et al., SIAM J. Sci. Comput. 42, No. 1, A424--A451 (2020; Zbl 1432.35250) Full Text: DOI
Srivastava, Vishal; Biswas, Bhaskar An efficient feature fusion in HSI image classification. (English) Zbl 1455.94035 Multidimensional Syst. Signal Process. 31, No. 1, 221-247 (2020). MSC: 94A08 62F15 PDF BibTeX XML Cite \textit{V. Srivastava} and \textit{B. Biswas}, Multidimensional Syst. Signal Process. 31, No. 1, 221--247 (2020; Zbl 1455.94035) Full Text: DOI
Faias, José Afonso; Guedes, José The diffusion of complex securities: the case of CAT bonds. (English) Zbl 1431.91324 Insur. Math. Econ. 90, 46-57 (2020). MSC: 91G05 91G20 PDF BibTeX XML Cite \textit{J. A. Faias} and \textit{J. Guedes}, Insur. Math. Econ. 90, 46--57 (2020; Zbl 1431.91324) Full Text: DOI
Ziegler, Gabriel; Zuazo-Garin, Peio Strategic cautiousness as an expression of robustness to ambiguity. (English) Zbl 1431.91055 Games Econ. Behav. 119, 197-215 (2020). MSC: 91A26 91B06 91B08 PDF BibTeX XML Cite \textit{G. Ziegler} and \textit{P. Zuazo-Garin}, Games Econ. Behav. 119, 197--215 (2020; Zbl 1431.91055) Full Text: DOI
Mosser, Lukas; Dubrule, Olivier; Blunt, Martin J. Stochastic seismic waveform inversion using generative adversarial networks as a geological prior. (English) Zbl 1428.86022 Math. Geosci. 52, No. 1, 53-79 (2020). MSC: 86A22 68T05 62F15 86A32 PDF BibTeX XML Cite \textit{L. Mosser} et al., Math. Geosci. 52, No. 1, 53--79 (2020; Zbl 1428.86022) Full Text: DOI
Das, Monidipa; Ghosh, Soumya K. Enhanced Bayesian network models for spatial time series prediction. Recent research trend in data-driven predictive analytics. (English) Zbl 1445.62001 Studies in Computational Intelligence 858. Cham: Springer (ISBN 978-3-030-27748-2/hbk; 978-3-030-27749-9/ebook). xxiii, 149 p. (2020). Reviewer: Jonas Šiaulys (Vilnius) MSC: 62-02 62M10 62M20 62C10 62F15 91B72 62A86 68T05 62H22 PDF BibTeX XML Cite \textit{M. Das} and \textit{S. K. Ghosh}, Enhanced Bayesian network models for spatial time series prediction. Recent research trend in data-driven predictive analytics. Cham: Springer (2020; Zbl 1445.62001) Full Text: DOI
Grigo, Constantin; Koutsourelakis, Phaedon-Stelios A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the small data regime. (English) Zbl 1453.62414 J. Comput. Phys. 397, Article ID 108842, 30 p. (2019). MSC: 62F15 68T05 76S05 PDF BibTeX XML Cite \textit{C. Grigo} and \textit{P.-S. Koutsourelakis}, J. Comput. Phys. 397, Article ID 108842, 30 p. (2019; Zbl 1453.62414) Full Text: DOI
Nadiga, Balasubramanya; Jiang, Chiyu; Livescu, Daniel Leveraging Bayesian analysis to improve accuracy of approximate models. (English) Zbl 1453.62417 J. Comput. Phys. 394, 280-297 (2019). MSC: 62F15 76F55 76D06 68T07 PDF BibTeX XML Cite \textit{B. Nadiga} et al., J. Comput. Phys. 394, 280--297 (2019; Zbl 1453.62417) Full Text: DOI
Geneva, Nicholas; Zabaras, Nicholas Quantifying model form uncertainty in Reynolds-averaged turbulence models with Bayesian deep neural networks. (English) Zbl 1451.76059 J. Comput. Phys. 383, 125-147 (2019). MSC: 76F55 76D06 62M45 68T07 76M35 PDF BibTeX XML Cite \textit{N. Geneva} and \textit{N. Zabaras}, J. Comput. Phys. 383, 125--147 (2019; Zbl 1451.76059) Full Text: DOI
Nguyen, Thi Thu Thuy; Nguyen, Tien Thanh; Sharma, Rabi; Liew, Alan Wee-Chung A lossless online Bayesian classifier. (English) Zbl 1448.62100 Inf. Sci. 489, 1-17 (2019). MSC: 62H30 68T05 68W27 PDF BibTeX XML Cite \textit{T. T. T. Nguyen} et al., Inf. Sci. 489, 1--17 (2019; Zbl 1448.62100) Full Text: DOI
Fokoué, Ernest On the ubiquity of the Bayesian paradigm in statistical machine learning and data science. (English) Zbl 1453.62269 Math. Appl., Brno 8, No. 2, 189-209 (2019). MSC: 62A01 62R07 62F15 62F07 68T05 PDF BibTeX XML Cite \textit{E. Fokoué}, Math. Appl., Brno 8, No. 2, 189--209 (2019; Zbl 1453.62269) Full Text: DOI
Ogundepo, Ezekiel Adebayo; Fokoué, Ernest An empirical demonstration of the no free lunch theorem. (English) Zbl 1453.62273 Math. Appl., Brno 8, No. 2, 173-188 (2019). MSC: 62A01 62F15 62F07 68T05 PDF BibTeX XML Cite \textit{E. A. Ogundepo} and \textit{E. Fokoué}, Math. Appl., Brno 8, No. 2, 173--188 (2019; Zbl 1453.62273) Full Text: DOI
Sah, Preeti; Fokoué, Ernest What do Asian and non-Asian scriptures have in common? An applied statistical machine learning inquiry. (English) Zbl 1453.62800 Math. Appl., Brno 8, No. 2, 151-171 (2019). MSC: 62P99 62F15 62F07 62H30 68T05 68U15 PDF BibTeX XML Cite \textit{P. Sah} and \textit{E. Fokoué}, Math. Appl., Brno 8, No. 2, 151--171 (2019; Zbl 1453.62800) Full Text: DOI
Guedj, Benjamin A primer on PAC-Bayesian learning. (English) Zbl 07272386 Breuillard, Emmanuel (ed.), SMF 2018 : Congrès de la Société Mathématique de France. Paris: Société Mathématique de France (SMF) (ISBN 978-2-85629-912-8/pbk). Séminaires et Congrès 33, 391-413 (2019). MSC: 68T05 62-01 62C10 60B10 62H PDF BibTeX XML Cite \textit{B. Guedj}, Sémin. Congr. 33, 391--413 (2019; Zbl 07272386)
Ifrach, Bar; Maglaras, Costis; Scarsini, Marco; Zseleva, Anna Bayesian social learning from consumer reviews. (English) Zbl 1455.91176 Oper. Res. 67, No. 5, 1209-1221 (2019). MSC: 91D15 91B42 91B24 PDF BibTeX XML Cite \textit{B. Ifrach} et al., Oper. Res. 67, No. 5, 1209--1221 (2019; Zbl 1455.91176) Full Text: DOI
Keskin, N. Bora; Birge, John R. Dynamic selling mechanisms for product differentiation and learning. (English) Zbl 1444.90064 Oper. Res. 67, No. 4, 1069-1089 (2019). MSC: 90B50 91B42 91B82 90C39 PDF BibTeX XML Cite \textit{N. B. Keskin} and \textit{J. R. Birge}, Oper. Res. 67, No. 4, 1069--1089 (2019; Zbl 1444.90064) Full Text: DOI
Ryzhov, Ilya O.; Mes, Martijn R. K.; Powell, Warren B.; van den Berg, Gerald Bayesian exploration for approximate dynamic programming. (English) Zbl 1455.90144 Oper. Res. 67, No. 1, 198-214 (2019). MSC: 90C39 90C15 PDF BibTeX XML Cite \textit{I. O. Ryzhov} et al., Oper. Res. 67, No. 1, 198--214 (2019; Zbl 1455.90144) Full Text: DOI