Elad, Michael; Kawar, Bahjat; Vaksman, Gregory Image denoising: the deep learning revolution and beyond – a survey paper. (English) Zbl 1525.94009 SIAM J. Imaging Sci. 16, No. 3, 1594-1654 (2023). MSC: 94A08 94A12 68T07 68U10 PDFBibTeX XMLCite \textit{M. Elad} et al., SIAM J. Imaging Sci. 16, No. 3, 1594--1654 (2023; Zbl 1525.94009) Full Text: DOI arXiv
Chen, Nan; Zhang, Yinling A causality-based learning approach for discovering the underlying dynamics of complex systems from partial observations with stochastic parameterization. (English) Zbl 1518.93161 Physica D 449, Article ID 133743, 20 p. (2023). MSC: 93E35 93E10 93C10 PDFBibTeX XMLCite \textit{N. Chen} and \textit{Y. Zhang}, Physica D 449, Article ID 133743, 20 p. (2023; Zbl 1518.93161) Full Text: DOI arXiv
Soloviev, Vicente P.; Bielza, Concha; Larrañaga, Pedro Quantum approximate optimization algorithm for Bayesian network structure learning. (English) Zbl 1508.81538 Quantum Inf. Process. 22, No. 1, Paper No. 19, 28 p. (2023). MSC: 81P68 68Q12 62F15 PDFBibTeX XMLCite \textit{V. P. Soloviev} et al., Quantum Inf. Process. 22, No. 1, Paper No. 19, 28 p. (2023; Zbl 1508.81538) Full Text: DOI arXiv
Sigbeku, John; Saucan, Emil; Monod, Anthea Curved Markov chain Monte Carlo for network learning. (English) Zbl 07616735 Benito, Rosa Maria (ed.) et al., Complex networks & their applications X. Proceedings of the 10th international conference, COMPLEX NETWORKS 2021, Madrid, Spain, November 30 – December 2, 2021. Volume 2. Cham: Springer. Stud. Comput. Intell. 1016, 461-473 (2022). MSC: 68-XX 60-XX PDFBibTeX XMLCite \textit{J. Sigbeku} et al., Stud. Comput. Intell. 1016, 461--473 (2022; Zbl 07616735) Full Text: DOI arXiv
Li, Ang; Stuckey, Peter; Koenig, Sven; Kumar, T. K. Satish A FastMap-based algorithm for block modeling. (English) Zbl 1502.68258 Schaus, Pierre (ed.), Integration of constraint programming, artificial intelligence, and operations research. 19th international conference, CPAIOR 2022, Los Angeles, CA, USA, June 20–23, 2022. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 13292, 232-248 (2022). MSC: 68T05 68R10 91D30 PDFBibTeX XMLCite \textit{A. Li} et al., Lect. Notes Comput. Sci. 13292, 232--248 (2022; Zbl 1502.68258) Full Text: DOI
Chen, Yangang; Wan, Justin W. L. Deep neural network framework based on backward stochastic differential equations for pricing and hedging American options in high dimensions. (English) Zbl 1479.91393 Quant. Finance 21, No. 1, 45-67 (2021). MSC: 91G20 60G40 68T07 60H30 PDFBibTeX XMLCite \textit{Y. Chen} and \textit{J. W. L. Wan}, Quant. Finance 21, No. 1, 45--67 (2021; Zbl 1479.91393) Full Text: DOI arXiv
Mauersberger, Felix Monetary policy rules in a non-rational world: a macroeconomic experiment. (English) Zbl 1471.91332 J. Econ. Theory 197, Article ID 105203, 37 p. (2021). MSC: 91B64 91-05 PDFBibTeX XMLCite \textit{F. Mauersberger}, J. Econ. Theory 197, Article ID 105203, 37 p. (2021; Zbl 1471.91332) Full Text: DOI
Bhattacharya, Kaushik; Hosseini, Bamdad; Kovachki, Nikola B.; Stuart, Andrew M. Model reduction and neural networks for parametric PDEs. (English) Zbl 1481.65260 SMAI J. Comput. Math. 7, 121-157 (2021). MSC: 65N75 62M45 68T07 60H30 60H15 35J15 35R60 PDFBibTeX XMLCite \textit{K. Bhattacharya} et al., SMAI J. Comput. Math. 7, 121--157 (2021; Zbl 1481.65260) Full Text: DOI arXiv
Oliehoek, Frans A.; Witwicki, Stefan; Kaelbling, Leslie P. A sufficient statistic for influence in structured multiagent environments. (English) Zbl 1512.68390 J. Artif. Intell. Res. (JAIR) 70, 789-870 (2021). MSC: 68T42 68T05 68T20 90C40 91A80 PDFBibTeX XMLCite \textit{F. A. Oliehoek} et al., J. Artif. Intell. Res. (JAIR) 70, 789--870 (2021; Zbl 1512.68390) Full Text: DOI arXiv
Shao, Changpeng Quantum speedup of Bayes’ classifiers. (English) Zbl 1511.68231 J. Phys. A, Math. Theor. 53, No. 4, Article ID 045301, 26 p. (2020). MSC: 68T05 62H30 68Q12 81P68 PDFBibTeX XMLCite \textit{C. Shao}, J. Phys. A, Math. Theor. 53, No. 4, Article ID 045301, 26 p. (2020; Zbl 1511.68231) Full Text: DOI
Duan, Bojia; Yuan, Jiabin; Yu, Chao-Hua; Huang, Jianbang; Hsieh, Chang-Yu A survey on HHL algorithm: from theory to application in quantum machine learning. (English) Zbl 1448.81232 Phys. Lett., A 384, No. 24, Article ID 126595, 13 p. (2020). MSC: 81P68 68Q32 68T05 PDFBibTeX XMLCite \textit{B. Duan} et al., Phys. Lett., A 384, No. 24, Article ID 126595, 13 p. (2020; Zbl 1448.81232) 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 PDFBibTeX XMLCite \textit{G. Marchetti} et al., Chaos 30, No. 6, 063119, 22 p. (2020; Zbl 1442.91079) Full Text: DOI arXiv
Liu, Jiapeng; Kadziński, Miłosz; Liao, Xiuwu; Mao, Xiaoxin; Wang, Yao A preference learning framework for multiple criteria sorting with diverse additive value models and valued assignment examples. (English) Zbl 1443.90220 Eur. J. Oper. Res. 286, No. 3, 963-985 (2020). MSC: 90B50 91B06 PDFBibTeX XMLCite \textit{J. Liu} et al., Eur. J. Oper. Res. 286, No. 3, 963--985 (2020; Zbl 1443.90220) Full Text: DOI arXiv
Yu, Jian; Yan, Chao; Jiang, Zhenhua; Yuan, Wu; Chen, Shusheng Adaptive non-intrusive reduced order modeling for compressible flows. (English) Zbl 1453.76118 J. Comput. Phys. 397, Article ID 108855, 27 p. (2019). MSC: 76M12 65M08 68T05 35B30 76N15 PDFBibTeX XMLCite \textit{J. Yu} et al., J. Comput. Phys. 397, Article ID 108855, 27 p. (2019; Zbl 1453.76118) Full Text: DOI
Jang, Huisu; Lee, Jaewook Generative Bayesian neural network model for risk-neutral pricing of American index options. (English) Zbl 1420.91466 Quant. Finance 19, No. 4, 587-603 (2019). MSC: 91G20 60G40 68T05 PDFBibTeX XMLCite \textit{H. Jang} and \textit{J. Lee}, Quant. Finance 19, No. 4, 587--603 (2019; Zbl 1420.91466) Full Text: DOI
Guimarães, Victor; Paes, Aline; Zaverucha, Gerson Online probabilistic theory revision from examples with ProPPR. (English) Zbl 1493.68300 Mach. Learn. 108, No. 7, 1165-1189 (2019). MSC: 68T05 68N17 68W27 PDFBibTeX XMLCite \textit{V. Guimarães} et al., Mach. Learn. 108, No. 7, 1165--1189 (2019; Zbl 1493.68300) Full Text: DOI
Václavík, Roman; Novák, Antonín; Šucha, Přemysl; Hanzálek, Zdeněk Accelerating the branch-and-price algorithm using machine learning. (English) Zbl 1403.90372 Eur. J. Oper. Res. 271, No. 3, 1055-1069 (2018). MSC: 90B35 68T05 90C57 PDFBibTeX XMLCite \textit{R. Václavík} et al., Eur. J. Oper. Res. 271, No. 3, 1055--1069 (2018; Zbl 1403.90372) Full Text: DOI
Acharyya, Rupam; Stefankovic, Daniel Glauber dynamics for Ising model on convergent dense graph sequences. (English) Zbl 1472.82018 Jansen, Klaus (ed.) et al., Approximation, randomization, and combinatorial optimization. Algorithms and techniques. 20th international workshop, APPROX 2017 and 21st international workshop, RANDOM 2017, Berkeley, CA, USA, August 16–18, 2017. Proceedings. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 81, Article 23, 22 p. (2017). MSC: 82C20 82D40 05C80 60J20 PDFBibTeX XMLCite \textit{R. Acharyya} and \textit{D. Stefankovic}, LIPIcs -- Leibniz Int. Proc. Inform. 81, Article 23, 22 p. (2017; Zbl 1472.82018) Full Text: DOI
Miyahara, Hideyuki; Tsumura, Koji; Sughiyama, Yuki Deterministic quantum annealing expectation-maximization algorithm. (English) Zbl 1456.68159 J. Stat. Mech. Theory Exp. 2017, No. 11, Article ID 113404, 22 p. (2017); erratum ibid. 2020, No. 10, Article ID 109901, 3 p. (2020). MSC: 68T05 62F12 68Q12 81P15 PDFBibTeX XMLCite \textit{H. Miyahara} et al., J. Stat. Mech. Theory Exp. 2017, No. 11, Article ID 113404, 22 p. (2017; Zbl 1456.68159) Full Text: DOI arXiv
Hejazi, Seyed Amir; Jackson, Kenneth R. Efficient valuation of SCR via a neural network approach. (English) Zbl 1410.91268 J. Comput. Appl. Math. 313, 427-439 (2017). MSC: 91B30 68T05 PDFBibTeX XMLCite \textit{S. A. Hejazi} and \textit{K. R. Jackson}, J. Comput. Appl. Math. 313, 427--439 (2017; Zbl 1410.91268) Full Text: DOI arXiv
Harmandaris, Vagelis; Kalligiannaki, Evangelia; Katsoulakis, Markos; Plecháč, Petr Path-space variational inference for non-equilibrium coarse-grained systems. (English) Zbl 1349.65030 J. Comput. Phys. 314, 355-383 (2016). MSC: 65C30 60J70 62B10 68T05 PDFBibTeX XMLCite \textit{V. Harmandaris} et al., J. Comput. Phys. 314, 355--383 (2016; Zbl 1349.65030) Full Text: DOI arXiv
Levada, Alexandre L. Information geometry, simulation and complexity in Gaussian random fields. (English) Zbl 1339.60057 Monte Carlo Methods Appl. 22, No. 2, 81-107 (2016). MSC: 60G60 60G15 60J22 60J10 60J20 65C40 65C05 37M05 PDFBibTeX XMLCite \textit{A. L. Levada}, Monte Carlo Methods Appl. 22, No. 2, 81--107 (2016; Zbl 1339.60057) Full Text: DOI arXiv
Peña, Jose M. Factorization, inference and parameter learning in discrete AMP chain graphs. (English) Zbl 1390.68672 Destercke, Sébastien (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 13th European conference, ECSQARU 2015, Compiègne, France, July 15–17, 2015. Proceedings. Cham: Springer (ISBN 978-3-319-20806-0/pbk; 978-3-319-20807-7/ebook). Lecture Notes in Computer Science 9161. Lecture Notes in Artificial Intelligence, 335-345 (2015). MSC: 68T37 05C90 62H22 68T05 PDFBibTeX XMLCite \textit{J. M. Peña}, Lect. Notes Comput. Sci. 9161, 335--345 (2015; Zbl 1390.68672) Full Text: DOI arXiv