Yang, Jingya; Niu, Yuanling; Zhou, Qingping A CVAE-within-Gibbs sampler for Bayesian linear inverse problems with hyperparameters. (English) Zbl 07687537 Comput. Appl. Math. 42, No. 3, Paper No. 138, 23 p. (2023). MSC: 62F15 65C05 68T07 PDF BibTeX XML Cite \textit{J. Yang} et al., Comput. Appl. Math. 42, No. 3, Paper No. 138, 23 p. (2023; Zbl 07687537) Full Text: DOI OpenURL
Chen, Yue; Yi, Peng Generalized multi-cluster game under partial-decision information with applications to management of energy Internet. (English) Zbl 07668440 J. Franklin Inst. 360, No. 5, 3849-3878 (2023). MSC: 93B70 93A15 91A65 91A10 91A27 91A80 PDF BibTeX XML Cite \textit{Y. Chen} and \textit{P. Yi}, J. Franklin Inst. 360, No. 5, 3849--3878 (2023; Zbl 07668440) Full Text: DOI arXiv OpenURL
Yanchenko, Eric; Sengupta, Srijan Core-periphery structure in networks: a statistical exposition. (English) Zbl 07665542 Stat. Surv. 17, 42-74 (2023). MSC: 62-02 62F03 62F10 62F15 PDF BibTeX XML Cite \textit{E. Yanchenko} and \textit{S. Sengupta}, Stat. Surv. 17, 42--74 (2023; Zbl 07665542) Full Text: DOI arXiv Link OpenURL
Psaros, Apostolos F.; Meng, Xuhui; Zou, Zongren; Guo, Ling; Karniadakis, George Em Uncertainty quantification in scientific machine learning: methods, metrics, and comparisons. (English) Zbl 07652802 J. Comput. Phys. 477, Article ID 111902, 83 p. (2023). MSC: 68Txx 65Cxx 62Fxx PDF BibTeX XML Cite \textit{A. F. Psaros} et al., J. Comput. Phys. 477, Article ID 111902, 83 p. (2023; Zbl 07652802) Full Text: DOI arXiv OpenURL
Bravard, Christophe; Durieu, Jacques; Sarangi, Sudipta; Sémirat, Stéphan False information from near and far. (English) Zbl 1507.91148 Games Econ. Behav. 137, 152-174 (2023). MSC: 91D30 05C90 91A27 PDF BibTeX XML Cite \textit{C. Bravard} et al., Games Econ. Behav. 137, 152--174 (2023; Zbl 1507.91148) Full Text: DOI OpenURL
Li, Yongchao; Wang, Yanyan; Yan, Liang Surrogate modeling for Bayesian inverse problems based on physics-informed neural networks. (English) Zbl 07649264 J. Comput. Phys. 475, Article ID 111841, 17 p. (2023). MSC: 65Cxx 68Txx 62Fxx PDF BibTeX XML Cite \textit{Y. Li} et al., J. Comput. Phys. 475, Article ID 111841, 17 p. (2023; Zbl 07649264) Full Text: DOI OpenURL
Kaya, Rukiye; Salhi, Said; Spiegler, Virginia A novel integration of MCDM methods and Bayesian networks: the case of incomplete expert knowledge. (English) Zbl 07644972 Ann. Oper. Res. 320, No. 1, 205-234 (2023). MSC: 90B50 PDF BibTeX XML Cite \textit{R. Kaya} et al., Ann. Oper. Res. 320, No. 1, 205--234 (2023; Zbl 07644972) Full Text: DOI OpenURL
Wei, Congjie; Zhang, Jiaxin; Liechti, Kenneth M.; Wu, Chenglin Data driven modeling of interfacial traction-separation relations using a thermodynamically consistent neural network. (English) Zbl 07644871 Comput. Methods Appl. Mech. Eng. 404, Article ID 115826, 36 p. (2023). MSC: 74-XX 86-XX PDF BibTeX XML Cite \textit{C. Wei} et al., Comput. Methods Appl. Mech. Eng. 404, Article ID 115826, 36 p. (2023; Zbl 07644871) Full Text: DOI arXiv OpenURL
Kwisthout, Johan Motivating explanations in Bayesian networks using MAP-independence. (English) Zbl 07639175 Int. J. Approx. Reasoning 153, 18-28 (2023). MSC: 68T37 PDF BibTeX XML Cite \textit{J. Kwisthout}, Int. J. Approx. Reasoning 153, 18--28 (2023; Zbl 07639175) Full Text: DOI arXiv OpenURL
Huber, Holly A.; Georgia, Senta K.; Finley, Stacey D. Systematic Bayesian posterior analysis guided by Kullback-Leibler divergence facilitates hypothesis formation. (English) Zbl 1504.92044 J. Theor. Biol. 558, Article ID 111341, 11 p. (2023). MSC: 92C40 92C37 92C42 PDF BibTeX XML Cite \textit{H. A. Huber} et al., J. Theor. Biol. 558, Article ID 111341, 11 p. (2023; Zbl 1504.92044) Full Text: DOI OpenURL
Vargas, Francisco; Ovsianas, Andrius; Fernandes, David; Girolami, Mark; Lawrence, Neil D.; Nüsken, Nikolas Bayesian learning via neural Schrödinger-Föllmer flows. (English) Zbl 1499.62036 Stat. Comput. 33, No. 1, Paper No. 3, 22 p. (2023). MSC: 62-08 62F15 68T07 PDF BibTeX XML Cite \textit{F. Vargas} et al., Stat. Comput. 33, No. 1, Paper No. 3, 22 p. (2023; Zbl 1499.62036) Full Text: DOI arXiv OpenURL
Koh, Dax Enshan; Wang, Guoming; Johnson, Peter D.; Cao, Yudong Foundations for Bayesian inference with engineered likelihood functions for robust amplitude estimation. (English) Zbl 1508.62073 J. Math. Phys. 63, No. 5, Article ID 052202, 52 p. (2022). MSC: 62F15 81P16 81P45 94A40 81P70 PDF BibTeX XML Cite \textit{D. E. Koh} et al., J. Math. Phys. 63, No. 5, Article ID 052202, 52 p. (2022; Zbl 1508.62073) Full Text: DOI arXiv OpenURL
Bu, Fan; Aiello, Allison E.; Xu, Jason; Volfovsky, Alexander Likelihood-based inference for partially observed epidemics on dynamic networks. (English) Zbl 1506.62262 J. Am. Stat. Assoc. 117, No. 537, 510-526 (2022). MSC: 62F15 62D10 62-08 62P10 92D30 PDF BibTeX XML Cite \textit{F. Bu} et al., J. Am. Stat. Assoc. 117, No. 537, 510--526 (2022; Zbl 1506.62262) Full Text: DOI arXiv OpenURL
Linka, Kevin; Schäfer, Amelie; Meng, Xuhui; Zou, Zongren; Karniadakis, George Em; Kuhl, Ellen Bayesian physics informed neural networks for real-world nonlinear dynamical systems. (English) Zbl 1507.68246 Comput. Methods Appl. Mech. Eng. 402, Article ID 115346, 22 p. (2022). MSC: 68T05 37M10 62F15 PDF BibTeX XML Cite \textit{K. Linka} et al., Comput. Methods Appl. Mech. Eng. 402, Article ID 115346, 22 p. (2022; Zbl 1507.68246) Full Text: DOI arXiv OpenURL
García Trillos, N.; Sanz-Alonso, D.; Yang, R. Mathematical foundations of graph-based Bayesian semi-supervised learning. (English) Zbl 1502.62075 Notices Am. Math. Soc. 69, No. 10, 1717-1729 (2022). MSC: 62H30 62F15 68T07 PDF BibTeX XML Cite \textit{N. García Trillos} et al., Notices Am. Math. Soc. 69, No. 10, 1717--1729 (2022; Zbl 1502.62075) Full Text: DOI arXiv OpenURL
Kuipers, Jack; Suter, Polina; Moffa, Giusi Efficient sampling and structure learning of Bayesian networks. (English) Zbl 07633197 J. Comput. Graph. Stat. 31, No. 3, 639-650 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Kuipers} et al., J. Comput. Graph. Stat. 31, No. 3, 639--650 (2022; Zbl 07633197) Full Text: DOI arXiv OpenURL
Minh, Do Le Paul Bayesian networks: regenerative Gibbs samplings. (English) Zbl 07632284 Commun. Stat., Simulation Comput. 51, No. 12, 7554-7564 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Le P. Minh}, Commun. Stat., Simulation Comput. 51, No. 12, 7554--7564 (2022; Zbl 07632284) Full Text: DOI OpenURL
Mishra, Swapnil; Flaxman, Seth; Berah, Tresnia; Zhu, Harrison; Pakkanen, Mikko; Bhatt, Samir \(\pi\) VAE: a stochastic process prior for Bayesian deep learning with MCMC. (English) Zbl 1499.62027 Stat. Comput. 32, No. 6, Paper No. 96, 16 p. (2022). MSC: 62-08 62F15 68T07 PDF BibTeX XML Cite \textit{S. Mishra} et al., Stat. Comput. 32, No. 6, Paper No. 96, 16 p. (2022; Zbl 1499.62027) Full Text: DOI arXiv OpenURL
Constantinou, Anthony C.; Liu, Yang; Kitson, Neville K.; Chobtham, Kiattikun; Guo, Zhigao Effective and efficient structure learning with pruning and model averaging strategies. (English) Zbl 07629285 Int. J. Approx. Reasoning 151, 292-321 (2022). MSC: 68T37 PDF BibTeX XML Cite \textit{A. C. Constantinou} et al., Int. J. Approx. Reasoning 151, 292--321 (2022; Zbl 07629285) Full Text: DOI arXiv OpenURL
Vázquez-Aguirre, Jenny Betsabé; Cruz-Ramírez, Nicandro; Quiroz-Castellanos, Marcela A model for learning cause-effect relationships in Bayesian networks. (English) Zbl 07626494 Castillo, Oscar (ed.) et al., New perspectives on hybrid intelligent system design based on fuzzy logic, neural networks and metaheuristics. Cham: Springer. Stud. Comput. Intell. 1050, 395-417 (2022). MSC: 68T05 62D20 62H22 PDF BibTeX XML Cite \textit{J. B. Vázquez-Aguirre} et al., Stud. Comput. Intell. 1050, 395--417 (2022; Zbl 07626494) Full Text: DOI OpenURL
Nguyen, Luong-Ha; Goulet, James-A. Analytically tractable hidden-states inference in Bayesian neural networks. (English) Zbl 07625203 J. Mach. Learn. Res. 23, Paper No. 50, 33 p. (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{L.-H. Nguyen} and \textit{J.-A. Goulet}, J. Mach. Learn. Res. 23, Paper No. 50, 33 p. (2022; Zbl 07625203) Full Text: arXiv Link OpenURL
Birmpa, Panagiota; Feng, Jinchao; Katsoulakis, Markos A.; Rey-Bellet, Luc Model uncertainty and correctability for directed graphical models. (English) Zbl 1498.62112 SIAM/ASA J. Uncertain. Quantif. 10, 1461-1512 (2022). MSC: 62H22 62P30 68T37 80A30 93B35 94A17 PDF BibTeX XML Cite \textit{P. Birmpa} et al., SIAM/ASA J. Uncertain. Quantif. 10, 1461--1512 (2022; Zbl 1498.62112) Full Text: DOI arXiv OpenURL
Hagemann, Paul; Hertrich, Johannes; Steidl, Gabriele Stochastic normalizing flows for inverse problems: a Markov chains viewpoint. (English) Zbl 1498.62067 SIAM/ASA J. Uncertain. Quantif. 10, 1162-1190 (2022). MSC: 62F15 68T07 60J22 65C40 60J20 65C05 PDF BibTeX XML Cite \textit{P. Hagemann} et al., SIAM/ASA J. Uncertain. Quantif. 10, 1162--1190 (2022; Zbl 1498.62067) Full Text: DOI arXiv OpenURL
Pescetelli, Niccolo; Barkoczi, Daniel; Cebrian, Manuel Indirect causal influence of a single bot on opinion dynamics through a simple recommendation algorithm. (English) Zbl 1507.91159 Benito, Rosa Maria (ed.) et al., Complex networks & their applications X. Volume 2. Proceedings of the 10th international conference, COMPLEX NETWORKS 2021, Madrid, Spain, November 30 – December 2, 2021. Cham: Springer. Stud. Comput. Intell. 1016, 28-41 (2022). MSC: 91D30 68T05 PDF BibTeX XML Cite \textit{N. Pescetelli} et al., Stud. Comput. Intell. 1016, 28--41 (2022; Zbl 1507.91159) Full Text: DOI OpenURL
Vasal, Deepanshu; Anastasopoulos, Achilleas A framework for studying decentralized Bayesian learning with strategic agents. (English) Zbl 1504.91226 Stoch. Syst. 12, No. 3, 274-292 (2022). MSC: 91D30 91A25 91A26 PDF BibTeX XML Cite \textit{D. Vasal} and \textit{A. Anastasopoulos}, Stoch. Syst. 12, No. 3, 274--292 (2022; Zbl 1504.91226) Full Text: DOI OpenURL
Marsh, Lewis; Dufresne, Emilie; Byrne, Helen M.; Harrington, Heather A. Algebra, geometry and topology of ERK kinetics. (English) Zbl 1506.92042 Bull. Math. Biol. 84, No. 12, Paper No. 137, 50 p. (2022). Reviewer: Dieter Erle (Dortmund) MSC: 92C45 92C42 92C37 55N31 92C40 92E20 62G07 37N25 62R40 PDF BibTeX XML Cite \textit{L. Marsh} et al., Bull. Math. Biol. 84, No. 12, Paper No. 137, 50 p. (2022; Zbl 1506.92042) Full Text: DOI arXiv OpenURL
Huskova, Vira; Bidyuk, Petro; Tymoshchuk, Oxana; Meniailenko, Oleksandr Systemic approach to risk estimation using DSS. (English) Zbl 07607101 Zgurovsky, Michael (ed.) et al., System analysis & intelligent computing. Theory and applications. Cham: Springer. Stud. Comput. Intell. 1022, 139-161 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{V. Huskova} et al., Stud. Comput. Intell. 1022, 139--161 (2022; Zbl 07607101) Full Text: DOI OpenURL
Wu, David X.; Palmer, David; DeFord, Daryl R. Maximum a posteriori inference of random dot product graphs via conic programming. (English) Zbl 07605221 SIAM J. Optim. 32, No. 4, 2527-2551 (2022). MSC: 62F15 90C35 65F55 68R10 15B48 PDF BibTeX XML Cite \textit{D. X. Wu} et al., SIAM J. Optim. 32, No. 4, 2527--2551 (2022; Zbl 07605221) Full Text: DOI arXiv OpenURL
Barbieri, Paolo Nicola; Lusignani, Giuseppe; Prosperi, Lorenzo; Zicchino, Lea Model-based approach for scenario design: stress test severity and banks’ resiliency. (English) Zbl 1500.91145 Quant. Finance 22, No. 10, 1927-1954 (2022). MSC: 91G45 62P05 PDF BibTeX XML Cite \textit{P. N. Barbieri} et al., Quant. Finance 22, No. 10, 1927--1954 (2022; Zbl 1500.91145) Full Text: DOI OpenURL
Keshavarzzadeh, Vahid; Kirby, Robert M.; Narayan, Akil Variational inference for nonlinear inverse problems via neural net kernels: comparison to Bayesian neural networks, application to topology optimization. (English) Zbl 1507.62233 Comput. Methods Appl. Mech. Eng. 400, Article ID 115495, 34 p. (2022). MSC: 62F15 PDF BibTeX XML Cite \textit{V. Keshavarzzadeh} et al., Comput. Methods Appl. Mech. Eng. 400, Article ID 115495, 34 p. (2022; Zbl 1507.62233) Full Text: DOI arXiv OpenURL
Patel, Dhruv V.; Ray, Deep; Oberai, Assad A. Solution of physics-based Bayesian inverse problems with deep generative priors. (English) Zbl 1507.62235 Comput. Methods Appl. Mech. Eng. 400, Article ID 115428, 25 p. (2022). MSC: 62F15 68T07 PDF BibTeX XML Cite \textit{D. V. Patel} et al., Comput. Methods Appl. Mech. Eng. 400, Article ID 115428, 25 p. (2022; Zbl 1507.62235) Full Text: DOI arXiv OpenURL
Legramanti, Sirio; Rigon, Tommaso; Durante, Daniele; Dunson, David B. Extended stochastic block models with application to criminal networks. (English) Zbl 1498.62323 Ann. Appl. Stat. 16, No. 4, 2369-2395 (2022). MSC: 62P25 62H30 62G05 62F15 91D30 PDF BibTeX XML Cite \textit{S. Legramanti} et al., Ann. Appl. Stat. 16, No. 4, 2369--2395 (2022; Zbl 1498.62323) Full Text: DOI arXiv OpenURL
Feng, Runhai; Grana, Dario; Mukerji, Tapan; Mosegaard, Klaus Application of Bayesian generative adversarial networks to geological facies modeling. (English) Zbl 1495.86012 Math. Geosci. 54, No. 5, 831-855 (2022). MSC: 86A32 86-08 68T07 PDF BibTeX XML Cite \textit{R. Feng} et al., Math. Geosci. 54, No. 5, 831--855 (2022; Zbl 1495.86012) Full Text: DOI OpenURL
Warne, David J.; Prescott, Thomas P.; Baker, Ruth E.; Simpson, Matthew J. Multifidelity multilevel Monte Carlo to accelerate approximate Bayesian parameter inference for partially observed stochastic processes. (English) Zbl 07592142 J. Comput. Phys. 469, Article ID 111543, 23 p. (2022). MSC: 65Cxx 62Fxx 60Hxx PDF BibTeX XML Cite \textit{D. J. Warne} et al., J. Comput. Phys. 469, Article ID 111543, 23 p. (2022; Zbl 07592142) Full Text: DOI arXiv OpenURL
Agudze, Komla M.; Billio, Monica; Casarin, Roberto; Ravazzolo, Francesco Markov switching panel with endogenous synchronization effects. (English) Zbl 07585116 J. Econom. 230, No. 2, 281-298 (2022). MSC: 62-XX 91-XX PDF BibTeX XML Cite \textit{K. M. Agudze} et al., J. Econom. 230, No. 2, 281--298 (2022; Zbl 07585116) Full Text: DOI OpenURL
Li, Chen; Dunlop, Matthew; Stadler, Georg Bayesian neural network priors for edge-preserving inversion. (English) Zbl 07584864 Inverse Probl. Imaging 16, No. 5, 1229-1254 (2022). MSC: 62F15 68T07 60E07 65C05 PDF BibTeX XML Cite \textit{C. Li} et al., Inverse Probl. Imaging 16, No. 5, 1229--1254 (2022; Zbl 07584864) Full Text: DOI arXiv OpenURL
Zhou, Hongpeng; Ibrahim, Chahine; Zheng, Wei Xing; Pan, Wei Sparse Bayesian deep learning for dynamic system identification. (English) Zbl 1498.93120 Automatica 144, Article ID 110489, 11 p. (2022). MSC: 93B30 68T07 PDF BibTeX XML Cite \textit{H. Zhou} et al., Automatica 144, Article ID 110489, 11 p. (2022; Zbl 1498.93120) Full Text: DOI arXiv OpenURL
Masset, Paul; Qin, Shanshan; Zavatone-Veth, Jacob A. Drifting neuronal representations: bug or feature? (English) Zbl 1495.92012 Biol. Cybern. 116, No. 3, 253-266 (2022). MSC: 92B20 92-02 PDF BibTeX XML Cite \textit{P. Masset} et al., Biol. Cybern. 116, No. 3, 253--266 (2022; Zbl 1495.92012) Full Text: DOI OpenURL
Huang, Jireh; Zhou, Qing Partitioned hybrid learning of Bayesian network structures. (English) Zbl 07570141 Mach. Learn. 111, No. 5, 1695-1738 (2022). MSC: 68T05 PDF BibTeX XML Cite \textit{J. Huang} and \textit{Q. Zhou}, Mach. Learn. 111, No. 5, 1695--1738 (2022; Zbl 07570141) Full Text: DOI arXiv OpenURL
Papamarkou, Theodore; Hinkle, Jacob; Young, M. Todd; Womble, David Challenges in Markov chain Monte Carlo for Bayesian neural networks. (English) Zbl 07569970 Stat. Sci. 37, No. 3, 425-442 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{T. Papamarkou} et al., Stat. Sci. 37, No. 3, 425--442 (2022; Zbl 07569970) Full Text: DOI arXiv Link OpenURL
Sperlich, Stefan Comments on: “Hybrid semiparametric Bayesian networks”. (English) Zbl 1492.62030 Test 31, No. 2, 335-339 (2022). MSC: 62-08 68T37 62F15 62G07 PDF BibTeX XML Cite \textit{S. Sperlich}, Test 31, No. 2, 335--339 (2022; Zbl 1492.62030) Full Text: DOI OpenURL
Atienza, David; Larrañaga, Pedro; Bielza, Concha Hybrid semiparametric Bayesian networks. (English) Zbl 1492.62022 Test 31, No. 2, 299-327 (2022). MSC: 62-08 68T37 62F15 62G07 PDF BibTeX XML Cite \textit{D. Atienza} et al., Test 31, No. 2, 299--327 (2022; Zbl 1492.62022) Full Text: DOI OpenURL
Deshpande, Saurabh; Lengiewicz, Jakub; Bordas, Stéphane P. A. Probabilistic deep learning for real-time large deformation simulations. (English) Zbl 1507.65019 Comput. Methods Appl. Mech. Eng. 398, Article ID 115307, 26 p. (2022). MSC: 65C20 68T07 PDF BibTeX XML Cite \textit{S. Deshpande} et al., Comput. Methods Appl. Mech. Eng. 398, Article ID 115307, 26 p. (2022; Zbl 1507.65019) Full Text: DOI arXiv OpenURL
Bridgman, Wyatt; Zhang, Xiaoxuan; Teichert, Greg; Khalil, Mohammad; Garikipati, Krishna; Jones, Reese A heteroencoder architecture for prediction of failure locations in porous metals using variational inference. (English) Zbl 1507.74114 Comput. Methods Appl. Mech. Eng. 398, Article ID 115236, 29 p. (2022). MSC: 74F10 74G75 PDF BibTeX XML Cite \textit{W. Bridgman} et al., Comput. Methods Appl. Mech. Eng. 398, Article ID 115236, 29 p. (2022; Zbl 1507.74114) Full Text: DOI arXiv OpenURL
Grüttemeier, Niels; Komusiewicz, Christian Learning Bayesian networks under sparsity constraints: a parameterized complexity analysis. (English) Zbl 07566011 J. Artif. Intell. Res. (JAIR) 74, 1225-1267 (2022). MSC: 68Txx PDF BibTeX XML Cite \textit{N. Grüttemeier} and \textit{C. Komusiewicz}, J. Artif. Intell. Res. (JAIR) 74, 1225--1267 (2022; Zbl 07566011) Full Text: DOI arXiv OpenURL
Landes, Juergen; Williamson, Jon Objective Bayesian nets for integrating consistent datasets. (English) Zbl 07565991 J. Artif. Intell. Res. (JAIR) 74, 393-458 (2022). MSC: 68Txx PDF BibTeX XML Cite \textit{J. Landes} and \textit{J. Williamson}, J. Artif. Intell. Res. (JAIR) 74, 393--458 (2022; Zbl 07565991) Full Text: DOI OpenURL
Battaglini, Marco; Patacchini, Eleonora; Rainone, Edoardo Endogenous social interactions with unobserved networks. (English) Zbl 1497.91234 Rev. Econ. Stud. 89, No. 4, 1694-1747 (2022). Reviewer: Yilun Shang (Newcastle upon Tyne) MSC: 91D30 91F10 PDF BibTeX XML Cite \textit{M. Battaglini} et al., Rev. Econ. Stud. 89, No. 4, 1694--1747 (2022; Zbl 1497.91234) Full Text: DOI OpenURL
Schumacher, Heiner; Thysen, Heidi Christina Equilibrium contracts and boundedly rational expectations. (English) Zbl 1489.91138 Theor. Econ. 17, No. 1, 371-414 (2022). MSC: 91B43 91B41 PDF BibTeX XML Cite \textit{H. Schumacher} and \textit{H. C. Thysen}, Theor. Econ. 17, No. 1, 371--414 (2022; Zbl 1489.91138) Full Text: DOI OpenURL
Gu, Jiaqi; Yu, Philip L. H. Joint latent space models for ranking data and social network. (English) Zbl 1490.62015 Stat. Comput. 32, No. 3, Paper No. 51, 15 p. (2022). MSC: 62-08 62F15 62P25 91D30 PDF BibTeX XML Cite \textit{J. Gu} and \textit{P. L. H. Yu}, Stat. Comput. 32, No. 3, Paper No. 51, 15 p. (2022; Zbl 1490.62015) Full Text: DOI OpenURL
Park, Jaewoo; Jeon, Yeseul; Shin, Minsuk; Jeon, Minjeong; Jin, Ick Hoon Bayesian shrinkage for functional network models, with applications to longitudinal item response data. (English) Zbl 07547617 J. Comput. Graph. Stat. 31, No. 2, 360-377 (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Park} et al., J. Comput. Graph. Stat. 31, No. 2, 360--377 (2022; Zbl 07547617) Full Text: DOI arXiv OpenURL
Azarnia, Ghanbar Distribution agnostic Bayesian compressive sensing with incremental support estimation. (English) Zbl 1491.94017 Multidimensional Syst. Signal Process. 33, No. 2, 327-340 (2022). MSC: 94A12 PDF BibTeX XML Cite \textit{G. Azarnia}, Multidimensional Syst. Signal Process. 33, No. 2, 327--340 (2022; Zbl 1491.94017) Full Text: DOI OpenURL
Sajid, Noor; Faccio, Francesco; Da Costa, Lancelot; Parr, Thomas; Schmidhuber, Jürgen; Friston, Karl Bayesian brains and the Rényi divergence. (English) Zbl 1491.92020 Neural Comput. 34, No. 4, 829-855 (2022). MSC: 92B20 62F15 PDF BibTeX XML Cite \textit{N. Sajid} et al., Neural Comput. 34, No. 4, 829--855 (2022; Zbl 1491.92020) Full Text: DOI arXiv OpenURL
Wan, Xiaoliang; Wei, Shuangqing VAE-KRnet and its applications to variational Bayes. (English) Zbl 1486.62096 Commun. Comput. Phys. 31, No. 4, 1049-1082 (2022). MSC: 62G07 62C10 62-08 68T07 PDF BibTeX XML Cite \textit{X. Wan} and \textit{S. Wei}, Commun. Comput. Phys. 31, No. 4, 1049--1082 (2022; Zbl 1486.62096) Full Text: DOI arXiv OpenURL
Al-kaabawi, Zainab; Wei, Yinghui; Moyeed, Rana Bayesian hierarchical models for linear networks. (English) Zbl 07522690 J. Appl. Stat. 49, No. 6, 1421-1448 (2022). MSC: 62Pxx PDF BibTeX XML Cite \textit{Z. Al-kaabawi} et al., J. Appl. Stat. 49, No. 6, 1421--1448 (2022; Zbl 07522690) Full Text: DOI Link OpenURL
Opschoor, Joost A. A.; Schwab, Christoph; Zech, Jakob Deep learning in high dimension: ReLU neural network expression for Bayesian PDE inversion. (English) Zbl 1487.68200 Herzog, Roland (ed.) et al., Optimization and control for partial differential equations. Uncertainty quantification, open and closed-loop control, and shape optimization. Berlin: De Gruyter. Radon Ser. Comput. Appl. Math. 29, 419-462 (2022). MSC: 68T07 35R30 62F15 62M45 65N21 PDF BibTeX XML Cite \textit{J. A. A. Opschoor} et al., Radon Ser. Comput. Appl. Math. 29, 419--462 (2022; Zbl 1487.68200) Full Text: DOI OpenURL
Guth, Philipp A.; Schillings, Claudia; Weissmann, Simon Ensemble Kalman filter for neural network-based one-shot inversion. (English) Zbl 1491.65120 Herzog, Roland (ed.) et al., Optimization and control for partial differential equations. Uncertainty quantification, open and closed-loop control, and shape optimization. Berlin: De Gruyter. Radon Ser. Comput. Appl. Math. 29, 393-418 (2022). MSC: 65N21 62F15 65N75 65K10 90C56 68T05 62M20 49N45 PDF BibTeX XML Cite \textit{P. A. Guth} et al., Radon Ser. Comput. Appl. Math. 29, 393--418 (2022; Zbl 1491.65120) Full Text: DOI arXiv OpenURL
Oballe, Christopher; Cherne, Alan; Boothe, Dave; Kerick, Scott; Franaszczuk, Piotr J.; Maroulas, Vasileios Bayesian topological signal processing. (English) Zbl 1500.55005 Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 797-817 (2022). Reviewer: Qingyun Zeng (Philadelphia) MSC: 55N31 68T07 PDF BibTeX XML Cite \textit{C. Oballe} et al., Discrete Contin. Dyn. Syst., Ser. S 15, No. 4, 797--817 (2022; Zbl 1500.55005) Full Text: DOI OpenURL
Parzygnat, Arthur J.; Russo, Benjamin P. A non-commutative Bayes’ theorem. (English) Zbl 1500.46052 Linear Algebra Appl. 644, 28-94 (2022). Reviewer: Tobias Fritz (Innsbruck) MSC: 46L53 81P16 81P45 62F15 18M40 PDF BibTeX XML Cite \textit{A. J. Parzygnat} and \textit{B. P. Russo}, Linear Algebra Appl. 644, 28--94 (2022; Zbl 1500.46052) Full Text: DOI arXiv OpenURL
Mrowca, Artur; Gyrock, Florian; Günnemann, Stephan Temporal state change Bayesian networks for modeling of evolving multivariate state sequences: model, structure discovery and parameter estimation. (English) Zbl 07498461 Data Min. Knowl. Discov. 36, No. 1, 240-294 (2022). MSC: 62H22 62F10 62F15 PDF BibTeX XML Cite \textit{A. Mrowca} et al., Data Min. Knowl. Discov. 36, No. 1, 240--294 (2022; Zbl 07498461) Full Text: DOI OpenURL
Liu, Weiyi; Yue, Kun; Li, Jianyu; Li, Jie; Li, Jin; Zhang, Zhijian Inferring range of information diffusion based on historical frequent items. (English) Zbl 1494.62029 Data Min. Knowl. Discov. 36, No. 1, 82-107 (2022). MSC: 62R40 62H22 91D30 PDF BibTeX XML Cite \textit{W. Liu} et al., Data Min. Knowl. Discov. 36, No. 1, 82--107 (2022; Zbl 1494.62029) Full Text: DOI OpenURL
Rodríguez-López, Verónica; Sucar, Luis Enrique Knowledge transfer for causal discovery. (English) Zbl 07478962 Int. J. Approx. Reasoning 143, 1-25 (2022). MSC: 68T37 PDF BibTeX XML Cite \textit{V. Rodríguez-López} and \textit{L. E. Sucar}, Int. J. Approx. Reasoning 143, 1--25 (2022; Zbl 07478962) Full Text: DOI OpenURL
Azzimonti, Laura; Corani, Giorgio; Scutari, Marco A Bayesian hierarchical score for structure learning from related data sets. (English) Zbl 07478949 Int. J. Approx. Reasoning 142, 248-265 (2022). MSC: 68T37 PDF BibTeX XML Cite \textit{L. Azzimonti} et al., Int. J. Approx. Reasoning 142, 248--265 (2022; Zbl 07478949) Full Text: DOI arXiv OpenURL
Sosa, Juan; Betancourt, Brenda A latent space model for multilayer network data. (English) Zbl 07476355 Comput. Stat. Data Anal. 169, Article ID 107432, 21 p. (2022). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Sosa} and \textit{B. Betancourt}, Comput. Stat. Data Anal. 169, Article ID 107432, 21 p. (2022; Zbl 07476355) Full Text: DOI arXiv OpenURL
Kruse, Rudolf; Mostaghim, Sanaz; Borgelt, Christian; Braune, Christian; Steinbrecher, Matthias [Klawonn, Frank; Moewes, Christian] Computational intelligence. A methodological introduction. With contributions from Frank Klawonn and Christian Moewes. 3rd edition. (English) Zbl 1500.68001 Texts in Computer Science. Cham: Springer (ISBN 978-3-030-42226-4/hbk; 978-3-030-42229-5/pbk; 978-3-030-42227-1/ebook). xiv, 639 p. (2022). Reviewer: Catalin Stoean (Craiova) MSC: 68-01 62H22 68T01 68T05 68T07 68T37 68W50 PDF BibTeX XML Cite \textit{R. Kruse} et al., Computational intelligence. A methodological introduction. With contributions from Frank Klawonn and Christian Moewes. 3rd edition. Cham: Springer (2022; Zbl 1500.68001) Full Text: DOI OpenURL
Stankovič, Miroslav; Bartocci, Ezio; Kovács, Laura Moment-based analysis of Bayesian network properties. (English) Zbl 07467471 Theor. Comput. Sci. 903, 113-133 (2022). MSC: 68Qxx PDF BibTeX XML Cite \textit{M. Stankovič} et al., Theor. Comput. Sci. 903, 113--133 (2022; Zbl 07467471) Full Text: DOI OpenURL
Novak, Antonin; Hanzalek, Zdenek Computing the execution probability of jobs with replication in mixed-criticality schedules. (English) Zbl 1480.90138 Ann. Oper. Res. 309, No. 1, 209-232 (2022). MSC: 90B35 68M20 68Q25 90C59 90B36 PDF BibTeX XML Cite \textit{A. Novak} and \textit{Z. Hanzalek}, Ann. Oper. Res. 309, No. 1, 209--232 (2022; Zbl 1480.90138) Full Text: DOI OpenURL
Costa, Gianni; Ortale, Riccardo Overlapping communities and roles in networks with node attributes: probabilistic graphical modeling, Bayesian formulation and variational inference. (English) Zbl 1481.91158 Artif. Intell. 302, Article ID 103580, 27 p. (2022). MSC: 91D30 62F15 PDF BibTeX XML Cite \textit{G. Costa} and \textit{R. Ortale}, Artif. Intell. 302, Article ID 103580, 27 p. (2022; Zbl 1481.91158) Full Text: DOI OpenURL
Sun, Yan; Song, Qifan; Liang, Faming Learning sparse deep neural networks with a spike-and-slab prior. (English) Zbl 1478.62286 Stat. Probab. Lett. 180, Article ID 109246, 6 p. (2022). MSC: 62M45 62F15 68T07 PDF BibTeX XML Cite \textit{Y. Sun} et al., Stat. Probab. Lett. 180, Article ID 109246, 6 p. (2022; Zbl 1478.62286) Full Text: DOI OpenURL
Der Kiureghian, Armen Structural and system reliability. (English) Zbl 1481.60002 Cambridge: Cambridge University Press (ISBN 978-1-108-83414-8/hbk; 978-1-108-99188-9/ebook). xxvi, 594 p. (2022). MSC: 60-02 62-02 60K10 62F15 60K20 62N05 PDF BibTeX XML Cite \textit{A. Der Kiureghian}, Structural and system reliability. Cambridge: Cambridge University Press (2022; Zbl 1481.60002) Full Text: DOI OpenURL
Ram, Mangey (ed.); Xing, Liudong (ed.) Mathematics for reliability engineering. Modern concepts and applications. (English) Zbl 1498.90006 De Gruyter Series on the Applications of Mathematics in Engineering and Information Sciences 8. Berlin: De Gruyter (ISBN 978-3-11-072556-8/hbk; 978-3-11-072559-9/ebook). xii, 260 p. (2022). Reviewer: Eugen Paltanea (Braşov) MSC: 90-06 90B25 00B15 PDF BibTeX XML Cite \textit{M. Ram} (ed.) and \textit{L. Xing} (ed.), Mathematics for reliability engineering. Modern concepts and applications. Berlin: De Gruyter (2022; Zbl 1498.90006) Full Text: DOI OpenURL
Li, Huazhang; Wang, Yaotian; Yan, Guofen; Sun, Yinge; Tanabe, Seiji; Liu, Chang-Chia; Quigg, Mark S.; Zhang, Tingting A Bayesian state-space approach to mapping directional brain networks. (English) Zbl 1506.62442 J. Am. Stat. Assoc. 116, No. 536, 1637-1647 (2021). MSC: 62P10 62C10 92C20 92B20 92-08 PDF BibTeX XML Cite \textit{H. Li} et al., J. Am. Stat. Assoc. 116, No. 536, 1637--1647 (2021; Zbl 1506.62442) Full Text: DOI arXiv OpenURL
Liao, Xiang-Ping; Yuan, Yao; Rong, Man-Sheng Effect of partial-collapse measurement on relativistic quantum Bayesian game under decoherence. (English) Zbl 07656268 Quantum Inf. Process. 20, No. 9, Paper No. 281, 13 p. (2021). MSC: 91A81 81P45 PDF BibTeX XML Cite \textit{X.-P. Liao} et al., Quantum Inf. Process. 20, No. 9, Paper No. 281, 13 p. (2021; Zbl 07656268) Full Text: DOI OpenURL
Luo, Xiang Ge; Moffa, Giusi; Kuipers, Jack Learning Bayesian networks from ordinal data. (English) Zbl 07626781 J. Mach. Learn. Res. 22, Paper No. 266, 44 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{X. G. Luo} et al., J. Mach. Learn. Res. 22, Paper No. 266, 44 p. (2021; Zbl 07626781) Full Text: arXiv Link OpenURL
Goulet, James-A.; Nguyen, Luong Ha; Amiri, Saeid Tractable approximate Gaussian inference for Bayesian neural networks. (English) Zbl 07626766 J. Mach. Learn. Res. 22, Paper No. 251, 23 p. (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{J.-A. Goulet} et al., J. Mach. Learn. Res. 22, Paper No. 251, 23 p. (2021; Zbl 07626766) Full Text: arXiv Link OpenURL
Di Gennaro, Giovanni; Buonanno, Amedeo; Palmieri, Francesco A. N. Optimized realization of Bayesian networks in reduced normal form using latent variable model. (English) Zbl 07619710 Soft Comput. 25, No. 10, 7029-7040 (2021). MSC: 68T05 PDF BibTeX XML Cite \textit{G. Di Gennaro} et al., Soft Comput. 25, No. 10, 7029--7040 (2021; Zbl 07619710) Full Text: DOI arXiv OpenURL
Gogoshin, Grigoriy; Branciamore, Sergio; Rodin, Andrei S. Synthetic data generation with probabilistic Bayesian networks. (English) Zbl 1501.92035 Math. Biosci. Eng. 18, No. 6, 8603-8621 (2021). MSC: 92C42 92-08 05C90 PDF BibTeX XML Cite \textit{G. Gogoshin} et al., Math. Biosci. Eng. 18, No. 6, 8603--8621 (2021; Zbl 1501.92035) Full Text: DOI OpenURL
Antonucci, Alessandro; Mangili, Francesca; Bonesana, Claudio; Adorni, Giorgia A new score for adaptive tests in Bayesian and credal networks. (English) Zbl 07542357 Vejnarová, Jiřina (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 16th European conference, ECSQARU 2021, Prague, Czech Republic, September 21–24, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12897, 399-412 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{A. Antonucci} et al., Lect. Notes Comput. Sci. 12897, 399--412 (2021; Zbl 07542357) Full Text: DOI arXiv OpenURL
Plajner, Martin; Vomlel, Jiří Bayesian networks for the test score prediction: a case study on a math graduation exam. (English) Zbl 07542347 Vejnarová, Jiřina (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 16th European conference, ECSQARU 2021, Prague, Czech Republic, September 21–24, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12897, 255-267 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{M. Plajner} and \textit{J. Vomlel}, Lect. Notes Comput. Sci. 12897, 255--267 (2021; Zbl 07542347) Full Text: DOI OpenURL
Kwisthout, Johan Explainable AI using MAP-independence. (English) Zbl 07542346 Vejnarová, Jiřina (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 16th European conference, ECSQARU 2021, Prague, Czech Republic, September 21–24, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12897, 243-254 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{J. Kwisthout}, Lect. Notes Comput. Sci. 12897, 243--254 (2021; Zbl 07542346) Full Text: DOI OpenURL
Koopman, Tara; Renooij, Silja Persuasive contrastive explanations for Bayesian networks. (English) Zbl 07542345 Vejnarová, Jiřina (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 16th European conference, ECSQARU 2021, Prague, Czech Republic, September 21–24, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12897, 229-242 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{T. Koopman} and \textit{S. Renooij}, Lect. Notes Comput. Sci. 12897, 229--242 (2021; Zbl 07542345) Full Text: DOI OpenURL
Benikhlef, Sarah; Leray, Philippe; Raschia, Guillaume; Messaoud, Montassar Ben; Sakly, Fayrouz Multi-task transfer learning for Bayesian network structures. (English) Zbl 07542344 Vejnarová, Jiřina (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 16th European conference, ECSQARU 2021, Prague, Czech Republic, September 21–24, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12897, 217-228 (2021). MSC: 68T37 PDF BibTeX XML Cite \textit{S. Benikhlef} et al., Lect. Notes Comput. Sci. 12897, 217--228 (2021; Zbl 07542344) Full Text: DOI HAL OpenURL
Yan, Liang; Zhou, Tao An acceleration strategy for randomize-then-optimize sampling via deep neural networks. (English) Zbl 1499.62346 J. Comput. Math. 39, No. 6, 848-864 (2021). MSC: 62M45 35R30 65C05 65C20 68T07 PDF BibTeX XML Cite \textit{L. Yan} and \textit{T. Zhou}, J. Comput. Math. 39, No. 6, 848--864 (2021; Zbl 1499.62346) Full Text: DOI arXiv OpenURL
Boukabour, Seloua; Masmoudi, Afif Semiparametric Bayesian networks for continuous data. (English) Zbl 07532237 Commun. Stat., Theory Methods 50, No. 24, 5974-5996 (2021). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Boukabour} and \textit{A. Masmoudi}, Commun. Stat., Theory Methods 50, No. 24, 5974--5996 (2021; Zbl 07532237) Full Text: DOI OpenURL
Jacobs, Bart; Kissinger, Aleks; Zanasi, Fabio Causal inference via string diagram surgery. A diagrammatic approach to interventions and counterfactuals. (English) Zbl 1506.18022 Math. Struct. Comput. Sci. 31, No. 5, 553-574 (2021). Reviewer: Tobias Fritz (Innsbruck) MSC: 18M35 68T37 62F15 60A05 PDF BibTeX XML Cite \textit{B. Jacobs} et al., Math. Struct. Comput. Sci. 31, No. 5, 553--574 (2021; Zbl 1506.18022) Full Text: DOI OpenURL
Subramanian, Abhinav; Mahadevan, Sankaran Model error propagation from experimental to prediction configuration. (English) Zbl 07515428 J. Comput. Phys. 443, Article ID 110529, 23 p. (2021). MSC: 62Fxx 93Exx 65Cxx PDF BibTeX XML Cite \textit{A. Subramanian} and \textit{S. Mahadevan}, J. Comput. Phys. 443, Article ID 110529, 23 p. (2021; Zbl 07515428) Full Text: DOI OpenURL
Yang, Liu; Meng, Xuhui; Karniadakis, George Em B-PINNs: Bayesian physics-informed neural networks for forward and inverse PDE problems with noisy data. (English) Zbl 07508507 J. Comput. Phys. 425, Article ID 109913, 23 p. (2021). MSC: 35-XX 62-XX PDF BibTeX XML Cite \textit{L. Yang} et al., J. Comput. Phys. 425, Article ID 109913, 23 p. (2021; Zbl 07508507) Full Text: DOI arXiv OpenURL
Liang, Hao; Zhang, Weiping Community detection for weighted networks with unknown number of communities. (English) Zbl 1483.62106 Lobachevskii J. Math. 42, No. 13, 3158-3172 (2021). MSC: 62H30 62G99 68T05 PDF BibTeX XML Cite \textit{H. Liang} and \textit{W. Zhang}, Lobachevskii J. Math. 42, No. 13, 3158--3172 (2021; Zbl 1483.62106) Full Text: DOI OpenURL
Dilkas, Paulius; Belle, Vaishak Weighted model counting without parameter variables. (English) Zbl 07495570 Li, Chu-Min (ed.) et al., Theory and applications of satisfiability testing – SAT 2021. 24th international conference, Barcelona, Spain, July 5–9, 2021. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 12831, 134-151 (2021). MSC: 68Q25 68R07 68T20 PDF BibTeX XML Cite \textit{P. Dilkas} and \textit{V. Belle}, Lect. Notes Comput. Sci. 12831, 134--151 (2021; Zbl 07495570) Full Text: DOI Link OpenURL
Parzygnat, Arthur J. Towards a functorial description of quantum relative entropy. (English) Zbl 1485.94038 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, 557-564 (2021). MSC: 94A17 81P45 62B10 PDF BibTeX XML Cite \textit{A. J. Parzygnat}, Lect. Notes Comput. Sci. 12829, 557--564 (2021; Zbl 1485.94038) Full Text: DOI arXiv OpenURL
Currarini, Sergio; Feri, Francesco Information sharing in oligopoly: sharing groups and core-periphery architectures. (English) Zbl 1484.91269 Games 12, No. 4, Paper No. 95, 17 p. (2021). MSC: 91B54 91A27 91A43 PDF BibTeX XML Cite \textit{S. Currarini} and \textit{F. Feri}, Games 12, No. 4, Paper No. 95, 17 p. (2021; Zbl 1484.91269) Full Text: DOI OpenURL
Carpita, Maurizio; Golia, Silvia Discovering associations between players’ performance indicators and matches’ results in the European Soccer Leagues. (English) Zbl 07482809 J. Appl. Stat. 48, No. 9, 1696-1711 (2021). MSC: 62Pxx PDF BibTeX XML Cite \textit{M. Carpita} and \textit{S. Golia}, J. Appl. Stat. 48, No. 9, 1696--1711 (2021; Zbl 07482809) Full Text: DOI OpenURL
Ng, Tin Lok James; Murphy, Thomas Brendan; Westling, Ted; Mccormick, Tyler H.; Fosdick, Bailey Modeling the social media relationships of Irish politicians using a generalized latent space stochastic blockmodel. (English) Zbl 1498.62326 Ann. Appl. Stat. 15, No. 4, 1923-1944 (2021). MSC: 62P25 62F15 62H30 91D30 PDF BibTeX XML Cite \textit{T. L. J. Ng} et al., Ann. Appl. Stat. 15, No. 4, 1923--1944 (2021; Zbl 1498.62326) Full Text: DOI arXiv OpenURL
Bruna, Joan; Xambó, Sebastià Algorithmic learning and deep neural networks. (Catalan. English summary) Zbl 07479480 Butll. Soc. Catalana Mat. 36, No. 1, 5-67 (2021). MSC: 68T01 68Q32 68T05 62F15 68W25 82C32 62M45 65K10 90C26 93E35 30G35 PDF BibTeX XML Cite \textit{J. Bruna} and \textit{S. Xambó}, Butll. Soc. Catalana Mat. 36, No. 1, 5--67 (2021; Zbl 07479480) Full Text: DOI OpenURL
Allon, Gad; Drakopoulos, Kimon; Manshadi, Vahideh Information inundation on platforms and implications. (English) Zbl 1484.91335 Oper. Res. 69, No. 6, 1784-1804 (2021). MSC: 91D30 PDF BibTeX XML Cite \textit{G. Allon} et al., Oper. Res. 69, No. 6, 1784--1804 (2021; Zbl 1484.91335) Full Text: DOI OpenURL
Li, Xinglong; Campbell, Trevor Truncated simulation and inference in edge-exchangeable networks. (English) Zbl 1498.62115 Electron. J. Stat. 15, No. 2, 5117-5157 (2021). MSC: 62H22 60G57 62G05 62F15 05C80 PDF BibTeX XML Cite \textit{X. Li} and \textit{T. Campbell}, Electron. J. Stat. 15, No. 2, 5117--5157 (2021; Zbl 1498.62115) Full Text: DOI arXiv Link OpenURL
Shi, Jilong; Zhu, Yungang Structure learning of Bayesian networks based on hybrid evolutionary algorithm with elite strategy. (English) Zbl 1496.68279 J. Nonlinear Convex Anal. 22, No. 9, 1957-1970 (2021). MSC: 68T05 62H22 68W50 PDF BibTeX XML Cite \textit{J. Shi} and \textit{Y. Zhu}, J. Nonlinear Convex Anal. 22, No. 9, 1957--1970 (2021; Zbl 1496.68279) Full Text: Link OpenURL
Padmanabha, Govinda Anantha; Zabaras, Nicholas A Bayesian multiscale deep learning framework for flows in random media. (English) Zbl 07464707 Found. Data Sci. 3, No. 2, 251-303 (2021). MSC: 68T07 68T37 PDF BibTeX XML Cite \textit{G. A. Padmanabha} and \textit{N. Zabaras}, Found. Data Sci. 3, No. 2, 251--303 (2021; Zbl 07464707) Full Text: DOI arXiv OpenURL
Grabovoy, A. V.; Strijov, V. V. Bayesian distillation of deep learning models. (English. Russian original) Zbl 1491.68180 Autom. Remote Control 82, No. 11, 1846-1856 (2021); translation from Avtom. Telemekh. 2021, No. 11, 16-29 (2021). Reviewer: Hongshan Li (Mountain View) MSC: 68T07 62F15 PDF BibTeX XML Cite \textit{A. V. Grabovoy} and \textit{V. V. Strijov}, Autom. Remote Control 82, No. 11, 1846--1856 (2021; Zbl 1491.68180); translation from Avtom. Telemekh. 2021, No. 11, 16--29 (2021) Full Text: DOI OpenURL
Yang, Xiaoyi; Niezink, Nynke M. D.; Nugent, Rebecca Learning social networks from text data using covariate information. (English) Zbl 1477.62392 Stat. Methods Appl. 30, No. 5, 1399-1423 (2021). MSC: 62P99 62F15 62J07 91D30 PDF BibTeX XML Cite \textit{X. Yang} et al., Stat. Methods Appl. 30, No. 5, 1399--1423 (2021; Zbl 1477.62392) Full Text: DOI arXiv OpenURL
St. Clere Smithe, Toby Cyber kittens, or some first steps towards categorical cybernetics. (English) Zbl 1485.18025 Spivak, David I. (ed.) et al., Proceedings of the 3rd annual international applied category theory conference 2020, ACT 2020, Cambridge, USA, July 6–10, 2020. Waterloo: Open Publishing Association (OPA). Electron. Proc. Theor. Comput. Sci. (EPTCS) 333, 108-124 (2021). Reviewer: Tobias Fritz (Innsbruck) MSC: 18M35 93A05 91A25 91A27 PDF BibTeX XML Cite \textit{T. St. Clere Smithe}, Electron. Proc. Theor. Comput. Sci. (EPTCS) 333, 108--124 (2021; Zbl 1485.18025) Full Text: arXiv Link OpenURL