Li, Yangtian; Luo, Yangjun; Zhong, Zheng An active sparse polynomial chaos expansion approach based on sequential relevance vector machine. (English) Zbl 07823439 Comput. Methods Appl. Mech. Eng. 418, Part B, Article ID 116554, 20 p. (2024). MSC: 68-XX 90-XX PDFBibTeX XMLCite \textit{Y. Li} et al., Comput. Methods Appl. Mech. Eng. 418, Part B, Article ID 116554, 20 p. (2024; Zbl 07823439) Full Text: DOI
Wintenberger, Olivier Stochastic online convex optimization. Application to probabilistic time series forecasting. (English) Zbl 07823218 Electron. J. Stat. 18, No. 1, 429-464 (2024). MSC: 62L99 62M10 PDFBibTeX XMLCite \textit{O. Wintenberger}, Electron. J. Stat. 18, No. 1, 429--464 (2024; Zbl 07823218) Full Text: DOI arXiv Link
Cai, Changxiao; Cai, T. Tony; Li, Hongzhe Transfer learning for contextual multi-armed bandits. (English) Zbl 07815256 Ann. Stat. 52, No. 1, 207-232 (2024). MSC: 62G08 62L12 PDFBibTeX XMLCite \textit{C. Cai} et al., Ann. Stat. 52, No. 1, 207--232 (2024; Zbl 07815256) Full Text: DOI arXiv Link
Pchelintsev, Evgenii A.; Pergamenchtchikov, Serguei M.; Tenzin, Roman O. Truncated sequential change-point detection for Markov chains with applications in the epidemic statistical analysis. (English) Zbl 07798884 Sequential Anal. 43, No. 1, 57-78 (2024). MSC: 62L10 62L15 60G40 60J05 60J20 PDFBibTeX XMLCite \textit{E. A. Pchelintsev} et al., Sequential Anal. 43, No. 1, 57--78 (2024; Zbl 07798884) Full Text: DOI
Szpruch, Lukasz; Treetanthiploet, Tanut; Zhang, Yufei Optimal scheduling of entropy regularizer for continuous-time linear-quadratic reinforcement learning. (English) Zbl 07791452 SIAM J. Control Optim. 62, No. 1, 135-166 (2024). MSC: 62L05 49N10 93E35 94A17 PDFBibTeX XMLCite \textit{L. Szpruch} et al., SIAM J. Control Optim. 62, No. 1, 135--166 (2024; Zbl 07791452) Full Text: DOI arXiv
Quan, Jing; Zhao, Shengli; Su, Liyun; Lv, Lindai A classification method of fuzzy semi-supervised support vector machines for the problems of imbalance. (English) Zbl 07776513 Int. J. Wavelets Multiresolut. Inf. Process. 22, No. 1, Article ID 2350038, 23 p. (2024). MSC: 68T09 68T01 62R07 94A16 PDFBibTeX XMLCite \textit{J. Quan} et al., Int. J. Wavelets Multiresolut. Inf. Process. 22, No. 1, Article ID 2350038, 23 p. (2024; Zbl 07776513) Full Text: DOI
Xu, Jiaming; Xu, Kuang; Yang, Dana Learner-private convex optimization. (English) Zbl 07818578 IEEE Trans. Inf. Theory 69, No. 1, 528-547 (2023). MSC: 94-XX PDFBibTeX XMLCite \textit{J. Xu} et al., IEEE Trans. Inf. Theory 69, No. 1, 528--547 (2023; Zbl 07818578) Full Text: DOI arXiv
Golrezaei, Negin; Manshadi, Vahideh; Schneider, Jon; Sekar, Shreyas Learning product rankings robust to fake users. (English) Zbl 07815755 Oper. Res. 71, No. 4, 1171-1196 (2023). MSC: 90Cxx PDFBibTeX XMLCite \textit{N. Golrezaei} et al., Oper. Res. 71, No. 4, 1171--1196 (2023; Zbl 07815755) Full Text: DOI arXiv
Pal, Suvra; Aselisewine, Wisdom A semiparametric promotion time cure model with support vector machine. (English) Zbl 07789400 Ann. Appl. Stat. 17, No. 3, 2680-2699 (2023). MSC: 62Pxx PDFBibTeX XMLCite \textit{S. Pal} and \textit{W. Aselisewine}, Ann. Appl. Stat. 17, No. 3, 2680--2699 (2023; Zbl 07789400) Full Text: DOI arXiv
Battigalli, P.; Catonini, E.; Manili, J. Belief change, rationality, and strategic reasoning in sequential games. (English) Zbl 07786816 Games Econ. Behav. 142, 527-551 (2023). MSC: 91A20 91A26 PDFBibTeX XMLCite \textit{P. Battigalli} et al., Games Econ. Behav. 142, 527--551 (2023; Zbl 07786816) Full Text: DOI
Bilodeau, Blair; Negrea, Jeffrey; Roy, Daniel M. Relaxing the i.i.d. assumption: adaptively minimax optimal regret via root-entropic regularization. (English) Zbl 07783521 Ann. Stat. 51, No. 4, 1850-1876 (2023). MSC: 62L10 62C20 60G25 62M20 68Q32 68T05 PDFBibTeX XMLCite \textit{B. Bilodeau} et al., Ann. Stat. 51, No. 4, 1850--1876 (2023; Zbl 07783521) Full Text: DOI arXiv Link
Tian, Hongzhen; Cohen, Reuven Zev; Zhang, Chuck; Mei, Yajun Active learning-based multistage sequential decision-making model with application on common bile duct stone evaluation. (English) Zbl 07761992 J. Appl. Stat. 50, No. 14, 2951-2969 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Tian} et al., J. Appl. Stat. 50, No. 14, 2951--2969 (2023; Zbl 07761992) Full Text: DOI arXiv
Shi, Chengchun; Wang, Xiaoyu; Luo, Shikai; Zhu, Hongtu; Ye, Jieping; Song, Rui Dynamic causal effects evaluation in A/B testing with a reinforcement learning framework. (English) Zbl 07751828 J. Am. Stat. Assoc. 118, No. 543, 2059-2071 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Shi} et al., J. Am. Stat. Assoc. 118, No. 543, 2059--2071 (2023; Zbl 07751828) Full Text: DOI arXiv
Rodler, Patrick Sequential model-based diagnosis by systematic search. (English) Zbl 07745374 Artif. Intell. 323, Article ID 103988, 52 p. (2023). MSC: 68Txx PDFBibTeX XMLCite \textit{P. Rodler}, Artif. Intell. 323, Article ID 103988, 52 p. (2023; Zbl 07745374) Full Text: DOI
Cao, Lei; Jin, Yi; Wang, Zijian; Fan, Chunjiang A novel reinforcement learning strategy for sequential detection of steady-state visual evoked potential-based BCI. (English) Zbl 1518.62016 J. Nonlinear Convex Anal. 24, No. 8, 1819-1833 (2023). MSC: 62P30 PDFBibTeX XMLCite \textit{L. Cao} et al., J. Nonlinear Convex Anal. 24, No. 8, 1819--1833 (2023; Zbl 1518.62016) Full Text: Link
Godichon-Baggioni, Antoine; Werge, Nicklas; Wintenberger, Olivier Non-asymptotic analysis of stochastic approximation algorithms for streaming data. (English) Zbl 07730450 ESAIM, Probab. Stat. 27, 482-514 (2023). MSC: 62L12 62L20 68W27 90C25 PDFBibTeX XMLCite \textit{A. Godichon-Baggioni} et al., ESAIM, Probab. Stat. 27, 482--514 (2023; Zbl 07730450) Full Text: DOI arXiv
Yilmaz, Dogacan; Büyüktahtakın, İ. Esra Learning optimal solutions via an LSTM-optimization framework. (English) Zbl 07724144 SN Oper. Res. Forum 4, No. 2, Paper No. 48, 40 p. (2023). MSC: 90C11 90C39 PDFBibTeX XMLCite \textit{D. Yilmaz} and \textit{İ. E. Büyüktahtakın}, SN Oper. Res. Forum 4, No. 2, Paper No. 48, 40 p. (2023; Zbl 07724144) Full Text: DOI arXiv
Xiao, Yao; Gelb, Anne; Song, Guohui Sequential edge detection using joint hierarchical Bayesian learning. (English) Zbl 07722600 J. Sci. Comput. 96, No. 3, Paper No. 80, 25 p. (2023). MSC: 62F15 65F22 65K10 68U10 PDFBibTeX XMLCite \textit{Y. Xiao} et al., J. Sci. Comput. 96, No. 3, Paper No. 80, 25 p. (2023; Zbl 07722600) Full Text: DOI arXiv
Seccia, Ruggiero; Foglino, Francesco; Leonetti, Matteo; Sagratella, Simone A novel optimization perspective to the problem of designing sequences of tasks in a reinforcement learning framework. (English) Zbl 07712186 Optim. Eng. 24, No. 2, 831-846 (2023). MSC: 68Txx PDFBibTeX XMLCite \textit{R. Seccia} et al., Optim. Eng. 24, No. 2, 831--846 (2023; Zbl 07712186) Full Text: DOI
Hapfelmeier, Alexander; Hornung, Roman; Haller, Bernhard Efficient permutation testing of variable importance measures by the example of random forests. (English) Zbl 07710144 Comput. Stat. Data Anal. 181, Article ID 107689, 18 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{A. Hapfelmeier} et al., Comput. Stat. Data Anal. 181, Article ID 107689, 18 p. (2023; Zbl 07710144) Full Text: DOI
Godichon-Baggioni, Antoine Convergence in quadratic mean of averaged stochastic gradient algorithms without strong convexity nor bounded gradient. (English) Zbl 07709745 Statistics 57, No. 3, 637-668 (2023). MSC: 62L12 62L20 PDFBibTeX XMLCite \textit{A. Godichon-Baggioni}, Statistics 57, No. 3, 637--668 (2023; Zbl 07709745) Full Text: DOI arXiv
Travelletti, Cédric; Ginsbourger, David; Linde, Niklas Uncertainty quantification and experimental design for large-scale linear inverse problems under Gaussian process priors. (English) Zbl 1514.62067 SIAM/ASA J. Uncertain. Quantif. 11, 168-198 (2023). MSC: 62G08 86A22 60G15 62F15 62L05 PDFBibTeX XMLCite \textit{C. Travelletti} et al., SIAM/ASA J. Uncertain. Quantif. 11, 168--198 (2023; Zbl 1514.62067) Full Text: DOI arXiv
Lovas, Attila; Lytras, Iosif; Rásonyi, Miklós; Sabanis, Sotirios Taming neural networks with TUSLA: nonconvex learning via adaptive stochastic gradient Langevin algorithms. (English) Zbl 1518.65007 SIAM J. Math. Data Sci. 5, No. 2, 323-345 (2023). MSC: 65C05 62L10 68T07 93E35 PDFBibTeX XMLCite \textit{A. Lovas} et al., SIAM J. Math. Data Sci. 5, No. 2, 323--345 (2023; Zbl 1518.65007) Full Text: DOI arXiv
Xiao, Yao; Glaubitz, Jan Sequential image recovery using joint hierarchical Bayesian learning. (English) Zbl 07698875 J. Sci. Comput. 96, No. 1, Paper No. 4, 24 p. (2023). MSC: 68U10 65K10 PDFBibTeX XMLCite \textit{Y. Xiao} and \textit{J. Glaubitz}, J. Sci. Comput. 96, No. 1, Paper No. 4, 24 p. (2023; Zbl 07698875) Full Text: DOI arXiv
Djeumou, Franck; Ellis, Christian; Cubuktepe, Murat; Lennon, Craig; Topcu, Ufuk Task-guided IRL in POMDPs that scales. (English) Zbl 07698044 Artif. Intell. 317, Article ID 103856, 20 p. (2023). MSC: 68Txx PDFBibTeX XMLCite \textit{F. Djeumou} et al., Artif. Intell. 317, Article ID 103856, 20 p. (2023; Zbl 07698044) Full Text: DOI arXiv
Xie, Xiulin; Qiu, Peihua Control charts for dynamic process monitoring with an application to air pollution surveillance. (English) Zbl 07656966 Ann. Appl. Stat. 17, No. 1, 47-66 (2023). MSC: 62Pxx PDFBibTeX XMLCite \textit{X. Xie} and \textit{P. Qiu}, Ann. Appl. Stat. 17, No. 1, 47--66 (2023; Zbl 07656966) Full Text: DOI
Ye, Xiaoqing; Liu, Dun; Li, Tianrui Multi-granularity sequential three-way recommendation based on collaborative deep learning. (English) Zbl 07629315 Int. J. Approx. Reasoning 152, 434-455 (2023). MSC: 68T37 PDFBibTeX XMLCite \textit{X. Ye} et al., Int. J. Approx. Reasoning 152, 434--455 (2023; Zbl 07629315) Full Text: DOI
Yang, Xin; Li, Yanhua; Li, Tianrui A review of sequential three-way decision and multi-granularity learning. (English) Zbl 07629314 Int. J. Approx. Reasoning 152, 414-433 (2023). MSC: 68T37 PDFBibTeX XMLCite \textit{X. Yang} et al., Int. J. Approx. Reasoning 152, 414--433 (2023; Zbl 07629314) Full Text: DOI
Neuman, Eyal; Stockinger, Wolfgang; Zhang, Yufei An Offline Learning Approach to Propagator Models. arXiv:2309.02994 Preprint, arXiv:2309.02994 [math.OC] (2023). MSC: 62L05 60H30 91G80 68Q32 93C73 93E35 62G08 BibTeX Cite \textit{E. Neuman} et al., ``An Offline Learning Approach to Propagator Models'', Preprint, arXiv:2309.02994 [math.OC] (2023) Full Text: arXiv OA License
Neuman, Eyal; Zhang, Yufei Statistical Learning with Sublinear Regret of Propagator Models. arXiv:2301.05157 Preprint, arXiv:2301.05157 [q-fin.TR] (2023). MSC: 62L05 60H30 91G80 68Q32 93C73 93E35 62G08 BibTeX Cite \textit{E. Neuman} and \textit{Y. Zhang}, ``Statistical Learning with Sublinear Regret of Propagator Models'', Preprint, arXiv:2301.05157 [q-fin.TR] (2023) Full Text: arXiv OA License
Ji, Ruiping; Liang, Yan; Xu, Linfeng; Wei, Zhenwei Estimation of dual-mode nonlinear stochastic systems with unknown parameters. (English) Zbl 07780748 Int. J. Robust Nonlinear Control 32, No. 17, 9258-9274 (2022). MSC: 93E10 93C10 PDFBibTeX XMLCite \textit{R. Ji} et al., Int. J. Robust Nonlinear Control 32, No. 17, 9258--9274 (2022; Zbl 07780748) Full Text: DOI
Srinivas, Vaidehi; Woodruff, David P.; Xu, Ziyu; Zhou, Samson Memory bounds for the experts problem. (English) Zbl 07774407 Leonardi, Stefano (ed.) et al., Proceedings of the 54th annual ACM SIGACT symposium on theory of computing, STOC ’22, Rome, Italy June 20–24, 2022. New York, NY: Association for Computing Machinery (ACM). 1158-1171 (2022). MSC: 68Qxx PDFBibTeX XMLCite \textit{V. Srinivas} et al., in: Proceedings of the 54th annual ACM SIGACT symposium on theory of computing, STOC '22, Rome, Italy June 20--24, 2022. New York, NY: Association for Computing Machinery (ACM). 1158--1171 (2022; Zbl 07774407) Full Text: DOI arXiv
Daskalakis, Constantinos; Golowich, Noah Fast rates for nonparametric online learning: from realizability to learning in games. (English) Zbl 07774383 Leonardi, Stefano (ed.) et al., Proceedings of the 54th annual ACM SIGACT symposium on theory of computing, STOC ’22, Rome, Italy June 20–24, 2022. New York, NY: Association for Computing Machinery (ACM). 846-859 (2022). MSC: 68Qxx PDFBibTeX XMLCite \textit{C. Daskalakis} and \textit{N. Golowich}, in: Proceedings of the 54th annual ACM SIGACT symposium on theory of computing, STOC '22, Rome, Italy June 20--24, 2022. New York, NY: Association for Computing Machinery (ACM). 846--859 (2022; Zbl 07774383) Full Text: DOI arXiv
Sabir, Zulqurnain; Raja, Muhammad Asif Zahoor; Mahmoud, S. R.; Guirao, Juan L. G.; Sánchez, Juan M. A heuristic computing approach using sequential quadratic programming to solve the fifth kind of induction motor model. (English) Zbl 1514.65092 Fractals 30, No. 10, Article ID 2240240, 13 p. (2022). MSC: 65L10 68T07 PDFBibTeX XMLCite \textit{Z. Sabir} et al., Fractals 30, No. 10, Article ID 2240240, 13 p. (2022; Zbl 1514.65092) Full Text: DOI
Nguyen, Hai V.; Bui-Thanh, Tan A model-constrained tangent slope learning approach for dynamical systems. (English) Zbl 1509.76069 Int. J. Comput. Fluid Dyn. 36, No. 7, 655-685 (2022). MSC: 76M99 76M20 76D05 76D99 68T05 PDFBibTeX XMLCite \textit{H. V. Nguyen} and \textit{T. Bui-Thanh}, Int. J. Comput. Fluid Dyn. 36, No. 7, 655--685 (2022; Zbl 1509.76069) Full Text: DOI arXiv
Lindholm, M.; Palmborg, L. Efficient use of data for LSTM mortality forecasting. (English) Zbl 1505.91334 Eur. Actuar. J. 12, No. 2, 749-778 (2022). MSC: 91G05 68T07 PDFBibTeX XMLCite \textit{M. Lindholm} and \textit{L. Palmborg}, Eur. Actuar. J. 12, No. 2, 749--778 (2022; Zbl 1505.91334) Full Text: DOI
Hu, Jun; Hong, Liang A nonparametric sequential learning procedure for estimating the pure premium. (English) Zbl 1505.91329 Eur. Actuar. J. 12, No. 2, 485-502 (2022). MSC: 91G05 62P05 PDFBibTeX XMLCite \textit{J. Hu} and \textit{L. Hong}, Eur. Actuar. J. 12, No. 2, 485--502 (2022; Zbl 1505.91329) Full Text: DOI
Amrutha, K.; Prabu, P. Effortless and beneficial processing of natural languages using transformers. (English) Zbl 1505.68043 J. Discrete Math. Sci. Cryptography 25, No. 7, 1987-2005 (2022). MSC: 68T50 68T05 PDFBibTeX XMLCite \textit{K. Amrutha} and \textit{P. Prabu}, J. Discrete Math. Sci. Cryptography 25, No. 7, 1987--2005 (2022; Zbl 1505.68043) Full Text: DOI
Isberg, Sonja; Welch, William J. Adaptive design and analysis via partitioning trees for emulation of a complex computer code. (English) Zbl 07633320 J. Comput. Graph. Stat. 31, No. 4, 1280-1291 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Isberg} and \textit{W. J. Welch}, J. Comput. Graph. Stat. 31, No. 4, 1280--1291 (2022; Zbl 07633320) Full Text: DOI
Gu, Shuting; Wang, Hongqiao; Zhou, Xiang Active learning for saddle point calculation. (English) Zbl 1503.62066 J. Sci. Comput. 93, No. 3, Paper No. 78, 24 p. (2022). MSC: 62K05 62G08 62L05 65D15 PDFBibTeX XMLCite \textit{S. Gu} et al., J. Sci. Comput. 93, No. 3, Paper No. 78, 24 p. (2022; Zbl 1503.62066) Full Text: DOI arXiv
Bao, Jialu; Trivedi, Nitesh; Pathak, Drashti; Hsu, Justin; Roy, Subhajit Data-driven invariant learning for probabilistic programs. (English) Zbl 1514.68026 Shoham, Sharon (ed.) et al., Computer aided verification. 34th international conference, CAV 2022, Haifa, Israel, August 7–10, 2022. Proceedings. Part I. Cham: Springer. Lect. Notes Comput. Sci. 13371, 33-54 (2022). MSC: 68N19 68Q60 68T05 PDFBibTeX XMLCite \textit{J. Bao} et al., Lect. Notes Comput. Sci. 13371, 33--54 (2022; Zbl 1514.68026) Full Text: DOI arXiv
Ruzayqat, Hamza; Er-raiy, Aimad; Beskos, Alexandros; Crisan, Dan; Jasra, Ajay; Kantas, Nikolas A lagged particle filter for stable filtering of certain high-dimensional state-space models. (English) Zbl 1499.62341 SIAM/ASA J. Uncertain. Quantif. 10, 1130-1161 (2022). MSC: 62M20 60G35 60J20 60J10 94A12 93E11 PDFBibTeX XMLCite \textit{H. Ruzayqat} et al., SIAM/ASA J. Uncertain. Quantif. 10, 1130--1161 (2022; Zbl 1499.62341) Full Text: DOI arXiv
Thenon, A.; Gervais, V.; Le Ravalec, M. Sequential design strategy for kriging and cokriging-based machine learning in the context of reservoir history-matching. (English) Zbl 1496.86018 Comput. Geosci. 26, No. 5, 1101-1118 (2022). MSC: 86A22 62L05 68T05 PDFBibTeX XMLCite \textit{A. Thenon} et al., Comput. Geosci. 26, No. 5, 1101--1118 (2022; Zbl 1496.86018) Full Text: DOI
Simchi-Levi, David; Xu, Yunzong Bypassing the monster: a faster and simpler optimal algorithm for contextual bandits under realizability. (English) Zbl 07592363 Math. Oper. Res. 47, No. 3, 1904-1931 (2022). MSC: 68T05 62L05 68Q32 62J02 PDFBibTeX XMLCite \textit{D. Simchi-Levi} and \textit{Y. Xu}, Math. Oper. Res. 47, No. 3, 1904--1931 (2022; Zbl 07592363) Full Text: DOI arXiv
Javed, Noman; Gobet, Fernand; Lane, Peter Simplification of genetic programs: a literature survey. (English) Zbl 1507.68295 Data Min. Knowl. Discov. 36, No. 4, 1279-1300 (2022). MSC: 68T20 68N19 68T05 68-02 PDFBibTeX XMLCite \textit{N. Javed} et al., Data Min. Knowl. Discov. 36, No. 4, 1279--1300 (2022; Zbl 1507.68295) Full Text: DOI
Sabir, Zulqurnain; Baleanu, Dumitru; Ali, Mohamed R.; Sadat, R. A novel computing stochastic algorithm to solve the nonlinear singular periodic boundary value problems. (English) Zbl 1513.65010 Int. J. Comput. Math. 99, No. 10, 2091-2104 (2022). MSC: 65C30 34B16 65L10 68T07 PDFBibTeX XMLCite \textit{Z. Sabir} et al., Int. J. Comput. Math. 99, No. 10, 2091--2104 (2022; Zbl 1513.65010) Full Text: DOI
Epstein, Larry G.; Ji, Shaolin Optimal learning under robustness and time-consistency. (English) Zbl 1497.91086 Oper. Res. 70, No. 3, 1317-1329 (2022). MSC: 91B06 PDFBibTeX XMLCite \textit{L. G. Epstein} and \textit{S. Ji}, Oper. Res. 70, No. 3, 1317--1329 (2022; Zbl 1497.91086) Full Text: DOI arXiv
Zhang, Boya; Gramacy, Robert B.; Johnson, Leah R.; Rose, Kenneth A.; Smith, Eric Batch-sequential design and heteroskedastic surrogate modeling for delta smelt conservation. (English) Zbl 1498.62298 Ann. Appl. Stat. 16, No. 2, 816-842 (2022). MSC: 62P12 62F15 62L05 PDFBibTeX XMLCite \textit{B. Zhang} et al., Ann. Appl. Stat. 16, No. 2, 816--842 (2022; Zbl 1498.62298) Full Text: DOI arXiv
Girardin, Valérie; Konev, Victor; Pergamenchtchikov, Serguei Asymptotically optimal robust information-based quick detection for general stochastic models with nonparametric postchange uncertainty. (English) Zbl 1493.62483 Sequential Anal. 41, No. 1, 119-141 (2022). MSC: 62L10 62L15 60G40 62B10 60J20 PDFBibTeX XMLCite \textit{V. Girardin} et al., Sequential Anal. 41, No. 1, 119--141 (2022; Zbl 1493.62483) Full Text: DOI
Lugosi, Gábor; Mehrabian, Abbas Multiplayer bandits without observing collision information. (English) Zbl 1489.91058 Math. Oper. Res. 47, No. 2, 1247-1265 (2022). MSC: 91A60 62L12 68W15 91A15 PDFBibTeX XMLCite \textit{G. Lugosi} and \textit{A. Mehrabian}, Math. Oper. Res. 47, No. 2, 1247--1265 (2022; Zbl 1489.91058) Full Text: DOI arXiv
Hertel, Lars; Baldi, Pierre; Gillen, Daniel L. Reproducible hyperparameter optimization. (English) Zbl 07546462 J. Comput. Graph. Stat. 31, No. 1, 84-99 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{L. Hertel} et al., J. Comput. Graph. Stat. 31, No. 1, 84--99 (2022; Zbl 07546462) Full Text: DOI
Ge, Shufei; Wang, Shijia; Nathoo, Farouk S.; Wang, Liangliang Online Bayesian learning for mixtures of spatial spline regressions with mixed effects. (English) Zbl 07546445 J. Stat. Comput. Simulation 92, No. 7, 1530-1566 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Ge} et al., J. Stat. Comput. Simulation 92, No. 7, 1530--1566 (2022; Zbl 07546445) Full Text: DOI
Haghighat, Ehsan; Amini, Danial; Juanes, Ruben Physics-informed neural network simulation of multiphase poroelasticity using stress-split sequential training. (English) Zbl 1507.74119 Comput. Methods Appl. Mech. Eng. 397, Article ID 115141, 23 p. (2022). MSC: 74F10 74-10 PDFBibTeX XMLCite \textit{E. Haghighat} et al., Comput. Methods Appl. Mech. Eng. 397, Article ID 115141, 23 p. (2022; Zbl 1507.74119) Full Text: DOI arXiv
Hayashi, Shogo; Honda, Junya; Kashima, Hisashi Bayesian optimization with partially specified queries. (English) Zbl 1491.68155 Mach. Learn. 111, No. 3, 1019-1048 (2022). MSC: 68T05 60G15 62F15 62L05 PDFBibTeX XMLCite \textit{S. Hayashi} et al., Mach. Learn. 111, No. 3, 1019--1048 (2022; Zbl 1491.68155) Full Text: DOI
Eichinger, Matthias; Heinlein, Alexander; Klawonn, Axel Surrogate convolutional neural network models for steady computational fluid dynamics simulations. (English) Zbl 1496.76110 ETNA, Electron. Trans. Numer. Anal. 56, 235-255 (2022). MSC: 76M99 76D05 68T05 PDFBibTeX XMLCite \textit{M. Eichinger} et al., ETNA, Electron. Trans. Numer. Anal. 56, 235--255 (2022; Zbl 1496.76110) Full Text: DOI
Chen, Wenbin; Zhang, Qinghua; Dai, Yongyang Sequential multi-class three-way decisions based on cost-sensitive learning. (English) Zbl 07537335 Int. J. Approx. Reasoning 146, 47-61 (2022). MSC: 68T37 PDFBibTeX XMLCite \textit{W. Chen} et al., Int. J. Approx. Reasoning 146, 47--61 (2022; Zbl 07537335) Full Text: DOI
Ehre, Max; Papaioannou, Iason; Sudret, Bruno; Straub, Daniel Sequential active learning of low-dimensional model representations for reliability analysis. (English) Zbl 1493.62496 SIAM J. Sci. Comput. 44, No. 3, B558-B584 (2022). MSC: 62L99 62P30 62J02 65C05 PDFBibTeX XMLCite \textit{M. Ehre} et al., SIAM J. Sci. Comput. 44, No. 3, B558--B584 (2022; Zbl 1493.62496) Full Text: DOI arXiv
Feng, Yifan; Caldentey, René; Ryan, Christopher Thomas Robust learning of consumer preferences. (English) Zbl 1493.91073 Oper. Res. 70, No. 2, 918-962 (2022). MSC: 91B42 PDFBibTeX XMLCite \textit{Y. Feng} et al., Oper. Res. 70, No. 2, 918--962 (2022; Zbl 1493.91073) Full Text: DOI
Koshiyama, Adriano; Blumberg, Stefano B.; Firoozye, Nick; Treleaven, Philip; Flennerhag, Sebastian QuantNet: transferring learning across trading strategies. (English) Zbl 1491.91132 Quant. Finance 22, No. 6, 1071-1090 (2022). MSC: 91G15 68T07 PDFBibTeX XMLCite \textit{A. Koshiyama} et al., Quant. Finance 22, No. 6, 1071--1090 (2022; Zbl 1491.91132) Full Text: DOI arXiv
Bernard, Lucie; Cohen, Albert; Guyader, Arnaud; Malrieu, Florent Recursive estimation of a failure probability for a Lipschitz function. (English) Zbl 1493.65007 SMAI J. Comput. Math. 8, 75-97 (2022). MSC: 65C05 68Q25 68W20 60J20 PDFBibTeX XMLCite \textit{L. Bernard} et al., SMAI J. Comput. Math. 8, 75--97 (2022; Zbl 1493.65007) Full Text: DOI arXiv
Flynn, Hamish; Reeb, David; Kandemir, Melih; Peters, Jan PAC-Bayesian lifelong learning for multi-armed bandits. (English) Zbl 1494.68214 Data Min. Knowl. Discov. 36, No. 2, 841-876 (2022). MSC: 68T05 62F15 62L10 62L15 PDFBibTeX XMLCite \textit{H. Flynn} et al., Data Min. Knowl. Discov. 36, No. 2, 841--876 (2022; Zbl 1494.68214) Full Text: DOI arXiv
Titsias, Michalis K.; Sygnowski, Jakub; Chen, Yutian Sequential changepoint detection in neural networks with checkpoints. (English) Zbl 1484.62014 Stat. Comput. 32, No. 2, Paper No. 26, 19 p. (2022). MSC: 62-08 62F03 62L10 68T07 PDFBibTeX XMLCite \textit{M. K. Titsias} et al., Stat. Comput. 32, No. 2, Paper No. 26, 19 p. (2022; Zbl 1484.62014) Full Text: DOI arXiv
Yoon, Ryeongkyung; Bhat, Harish S.; Osting, Braxton A nonautonomous equation discovery method for time signal classification. (English) Zbl 1489.37097 SIAM J. Appl. Dyn. Syst. 21, No. 1, 33-59 (2022). MSC: 37M99 68T07 62L10 PDFBibTeX XMLCite \textit{R. Yoon} et al., SIAM J. Appl. Dyn. Syst. 21, No. 1, 33--59 (2022; Zbl 1489.37097) Full Text: DOI arXiv
Hofmann, S.; Borzì, A. A sequential quadratic Hamiltonian algorithm for training explicit RK neural networks. (English) Zbl 1480.49004 J. Comput. Appl. Math. 405, Article ID 113943, 17 p. (2022). MSC: 49J15 49K15 49M05 65K10 92B20 68T05 PDFBibTeX XMLCite \textit{S. Hofmann} and \textit{A. Borzì}, J. Comput. Appl. Math. 405, Article ID 113943, 17 p. (2022; Zbl 1480.49004) Full Text: DOI
Zhang, Zizhuo; Wang, Bang Fusion of latent categorical prediction and sequential prediction for session-based recommendation. (English) Zbl 07768914 Inf. Sci. 569, 125-137 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Zhang} and \textit{B. Wang}, Inf. Sci. 569, 125--137 (2021; Zbl 07768914) Full Text: DOI
Truong, Tin; Duong, Hai; Le, Bac; Fournier-Viger, Philippe; Yun, Unil; Fujita, Hamido Efficient algorithms for mining frequent high utility sequences with constraints. (English) Zbl 1527.68196 Inf. Sci. 568, 239-264 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{T. Truong} et al., Inf. Sci. 568, 239--264 (2021; Zbl 1527.68196) Full Text: DOI
Zhu, Fumin; Bianchi, Michele Leonardo; Kim, Young Shin; Fabozzi, Frank J.; Wu, Hengyu Learning for infinitely divisible GARCH models in option pricing. (English) Zbl 07676048 Stud. Nonlinear Dyn. Econom. 25, No. 3, 35-62 (2021). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{F. Zhu} et al., Stud. Nonlinear Dyn. Econom. 25, No. 3, 35--62 (2021; Zbl 07676048) Full Text: DOI
Shi, Chengchun; Luo, Shikai; Zhu, Hongtu; Song, Rui An online sequential test for qualitative treatment effects. (English) Zbl 07626801 J. Mach. Learn. Res. 22, Paper No. 286, 51 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{C. Shi} et al., J. Mach. Learn. Res. 22, Paper No. 286, 51 p. (2021; Zbl 07626801) Full Text: arXiv Link
Kaufmann, Emilie; Koolen, Wouter M. Mixture martingales revisited with applications to sequential tests and confidence intervals. (English) Zbl 07626761 J. Mach. Learn. Res. 22, Paper No. 246, 44 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{E. Kaufmann} and \textit{W. M. Koolen}, J. Mach. Learn. Res. 22, Paper No. 246, 44 p. (2021; Zbl 07626761) Full Text: arXiv Link
Bouchard-Côté, Alexandre; Roth, Andrew Particle-Gibbs sampling for Bayesian feature allocation models. (English) Zbl 07626712 J. Mach. Learn. Res. 22, Paper No. 197, 105 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{A. Bouchard-Côté} and \textit{A. Roth}, J. Mach. Learn. Res. 22, Paper No. 197, 105 p. (2021; Zbl 07626712) Full Text: arXiv Link
Sabir, Zulqurnain; Raja, Muhammad Asif Zahoor; Guirao, Juan L. G.; Saeed, Tareq Meyer wavelet neural networks to solve a novel design of fractional order pantograph Lane-Emden differential model. (English) Zbl 1503.65152 Chaos Solitons Fractals 152, Article ID 111404, 14 p. (2021). MSC: 65L10 68T07 34A08 PDFBibTeX XMLCite \textit{Z. Sabir} et al., Chaos Solitons Fractals 152, Article ID 111404, 14 p. (2021; Zbl 1503.65152) Full Text: DOI
Zhang, Jie; Li, Yanjiao; Xiao, Wendong Adaptive online sequential extreme learning machine for dynamic modeling. (English) Zbl 1491.68175 Soft Comput. 25, No. 3, 2177-2189 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{J. Zhang} et al., Soft Comput. 25, No. 3, 2177--2189 (2021; Zbl 1491.68175) Full Text: DOI
Sabir, Zulqurnain; Raja, Muhammad Asif Zahoor; Arbi, Adnène; Altamirano, Gilder Cieza; Cao, Jinde Neuro-swarms intelligent computing using Gudermannian kernel for solving a class of second order Lane-Emden singular nonlinear model. (English) Zbl 1525.65072 AIMS Math. 6, No. 3, 2468-2485 (2021). MSC: 65L99 35B40 68T07 PDFBibTeX XMLCite \textit{Z. Sabir} et al., AIMS Math. 6, No. 3, 2468--2485 (2021; Zbl 1525.65072) Full Text: DOI
Sabir, Zulqurnain; Umar, Muhammad; Raja, Muhammad Asif Zahoor; Baleanu, Dumitru Applications of Gudermannian neural network for solving the SITR fractal system. (English) Zbl 1514.92160 Fractals 29, No. 8, Article ID 2150250, 20 p. (2021). MSC: 92D30 92C60 28A80 68T07 90C20 PDFBibTeX XMLCite \textit{Z. Sabir} et al., Fractals 29, No. 8, Article ID 2150250, 20 p. (2021; Zbl 1514.92160) Full Text: DOI
Kim, Dong Woo; Lai, Tze Leung; Xu, Huanzhong Multi-armed bandits with covariates: theory and applications. (English) Zbl 1524.62374 Stat. Sin. 31, Spec. Iss., 2275-2287 (2021). MSC: 62L05 PDFBibTeX XMLCite \textit{D. W. Kim} et al., Stat. Sin. 31, 2275--2287 (2021; Zbl 1524.62374) Full Text: DOI
Abate, Alessandro; Giacobbe, Mirco; Roy, Diptarko Learning probabilistic termination proofs. (English) Zbl 1493.68095 Silva, Alexandra (ed.) et al., Computer aided verification. 33rd international conference, CAV 2021, virtual event, July 20–23, 2021. Proceedings. Part II. Cham: Springer. Lect. Notes Comput. Sci. 12760, 3-26 (2021). MSC: 68N19 68Q60 68Q87 68T05 PDFBibTeX XMLCite \textit{A. Abate} et al., Lect. Notes Comput. Sci. 12760, 3--26 (2021; Zbl 1493.68095) Full Text: DOI
Yun, Yeboon; Yoon, Min Meta-learning of RBF networks in sequential approximate optimization. (English) Zbl 07486979 J. Nonlinear Convex Anal. 22, No. 12, 2609-2622 (2021). MSC: 68U35 68T05 PDFBibTeX XMLCite \textit{Y. Yun} and \textit{M. Yoon}, J. Nonlinear Convex Anal. 22, No. 12, 2609--2622 (2021; Zbl 07486979) Full Text: Link
Birge, John R.; Feng, Yifan; Keskin, N. Bora; Schultz, Adam Dynamic learning and market making in spread betting markets with informed bettors. (English) Zbl 1484.91210 Oper. Res. 69, No. 6, 1746-1766 (2021). MSC: 91B26 PDFBibTeX XMLCite \textit{J. R. Birge} et al., Oper. Res. 69, No. 6, 1746--1766 (2021; Zbl 1484.91210) Full Text: DOI
Tsitsiklis, John N.; Xu, Kuang; Xu, Zhi Private sequential learning. (English) Zbl 1522.68189 Oper. Res. 69, No. 5, 1575-1590 (2021). MSC: 68P27 68T05 PDFBibTeX XMLCite \textit{J. N. Tsitsiklis} et al., Oper. Res. 69, No. 5, 1575--1590 (2021; Zbl 1522.68189) Full Text: DOI arXiv
Akuzawa, Kei; Iwasawa, Yusuke; Matsuo, Yutaka Information-theoretic regularization for learning global features by sequential VAE. (English) Zbl 07465671 Mach. Learn. 110, No. 8, 2239-2266 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{K. Akuzawa} et al., Mach. Learn. 110, No. 8, 2239--2266 (2021; Zbl 07465671) Full Text: DOI
Haddenhorst, Björn; Bengs, Viktor; Hüllermeier, Eyke On testing transitivity in online preference learning. (English) Zbl 07465664 Mach. Learn. 110, No. 8, 2063-2084 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{B. Haddenhorst} et al., Mach. Learn. 110, No. 8, 2063--2084 (2021; Zbl 07465664) Full Text: DOI
Klopfenstein, Quentin; Vaiter, Samuel Linear support vector regression with linear constraints. (English) Zbl 07465660 Mach. Learn. 110, No. 7, 1939-1974 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Q. Klopfenstein} and \textit{S. Vaiter}, Mach. Learn. 110, No. 7, 1939--1974 (2021; Zbl 07465660) Full Text: DOI arXiv
Yao, Lingqing; Dimitrakopoulos, Roussos; Gamache, Michel Training image free high-order stochastic simulation based on aggregated kernel statistics. (English) Zbl 1477.86034 Math. Geosci. 53, No. 7, 1469-1489 (2021). MSC: 86A32 62M20 68T05 PDFBibTeX XMLCite \textit{L. Yao} et al., Math. Geosci. 53, No. 7, 1469--1489 (2021; Zbl 1477.86034) Full Text: DOI
Luo, Xiao; Qian, Xuewen; Sun, Yang The algebraic geometry of perfect and sequential equilibrium: an extension. (English) Zbl 1477.91005 Econ. Theory 71, No. 2, 579-601 (2021). MSC: 91A18 91A05 91A26 PDFBibTeX XMLCite \textit{X. Luo} et al., Econ. Theory 71, No. 2, 579--601 (2021; Zbl 1477.91005) Full Text: DOI Link
Vaisman, Radislav Sequential stratified splitting for efficient Monte Carlo integration. (English) Zbl 1477.60115 Sequential Anal. 40, No. 3, 314-335 (2021). MSC: 60J20 65C05 65C10 62F15 PDFBibTeX XMLCite \textit{R. Vaisman}, Sequential Anal. 40, No. 3, 314--335 (2021; Zbl 1477.60115) Full Text: DOI
Achenchabe, Youssef; Bondu, Alexis; Cornuéjols, Antoine; Dachraoui, Asma Early classification of time series. Cost-based optimization criterion and algorithms. (English) Zbl 07432842 Mach. Learn. 110, No. 6, 1481-1504 (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Y. Achenchabe} et al., Mach. Learn. 110, No. 6, 1481--1504 (2021; Zbl 07432842) Full Text: DOI arXiv
Shu, Xiaosong; Bao, Tengfei; Xu, Ruichen; Li, Yangtao; Zhang, Kang Dam anomaly assessment based on sequential variational autoencoder and evidence theory. (English) Zbl 1481.62122 Appl. Math. Modelling 98, 576-594 (2021). MSC: 62P30 62N86 68T05 PDFBibTeX XMLCite \textit{X. Shu} et al., Appl. Math. Modelling 98, 576--594 (2021; Zbl 1481.62122) Full Text: DOI
Grant, James A.; Szechtman, Roberto Filtered Poisson process bandit on a continuum. (English) Zbl 1487.62095 Eur. J. Oper. Res. 295, No. 2, 575-586 (2021). MSC: 62L10 68T05 91A60 PDFBibTeX XMLCite \textit{J. A. Grant} and \textit{R. Szechtman}, Eur. J. Oper. Res. 295, No. 2, 575--586 (2021; Zbl 1487.62095) Full Text: DOI arXiv
Chau, Ngoc Huy; Moulines, Éric; Rásonyi, Miklós; Sabanis, Sotirios; Zhang, Ying On stochastic gradient Langevin dynamics with dependent data streams: the fully nonconvex case. (English) Zbl 07419554 SIAM J. Math. Data Sci. 3, No. 3, 959-986 (2021). MSC: 65C05 62L10 93E35 PDFBibTeX XMLCite \textit{N. H. Chau} et al., SIAM J. Math. Data Sci. 3, No. 3, 959--986 (2021; Zbl 07419554) Full Text: DOI arXiv
Ghalme, Ganesh; Dhamal, Swapnil; Jain, Shweta; Gujar, Sujit; Narahari, Y. Ballooning multi-armed bandits. (English) Zbl 1519.68217 Artif. Intell. 296, Article ID 103485, 22 p. (2021). MSC: 68T05 62L10 62L15 PDFBibTeX XMLCite \textit{G. Ghalme} et al., Artif. Intell. 296, Article ID 103485, 22 p. (2021; Zbl 1519.68217) Full Text: DOI arXiv
Azevedo, Leonardo; Narciso, João; Nunes, Rúben; Soares, Amílcar Geostatistical seismic inversion with self-updating of local probability distributions. (English) Zbl 1472.86022 Math. Geosci. 53, No. 5, 1073-1093 (2021). MSC: 86A32 86A15 PDFBibTeX XMLCite \textit{L. Azevedo} et al., Math. Geosci. 53, No. 5, 1073--1093 (2021; Zbl 1472.86022) Full Text: DOI
Yang, Zebin; Zhang, Aijun Hyperparameter optimization via sequential uniform designs. (English) Zbl 07415092 J. Mach. Learn. Res. 22, Paper No. 149, 47 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{Z. Yang} and \textit{A. Zhang}, J. Mach. Learn. Res. 22, Paper No. 149, 47 p. (2021; Zbl 07415092) Full Text: arXiv Link
Tang, Huijun; Wang, Le; Fan, Chengli A new algorithm for mining high utility sequential patterns based on pattern-growth. (Chinese. English summary) Zbl 1488.68050 Acta Autom. Sin. 47, No. 4, 943-954 (2021). MSC: 68T05 68T10 PDFBibTeX XMLCite \textit{H. Tang} et al., Acta Autom. Sin. 47, No. 4, 943--954 (2021; Zbl 1488.68050) Full Text: DOI
Stahlbuhk, Thomas; Shrader, Brooke; Modiano, Eytan Learning algorithms for minimizing queue length regret. (English) Zbl 1473.62281 IEEE Trans. Inf. Theory 67, No. 3, 1759-1781 (2021). MSC: 62L10 60K30 68T07 PDFBibTeX XMLCite \textit{T. Stahlbuhk} et al., IEEE Trans. Inf. Theory 67, No. 3, 1759--1781 (2021; Zbl 1473.62281) Full Text: DOI arXiv
Zrnic, Tijana; Ramdas, Aaditya; Jordan, Michael I. Asynchronous online testing of multiple hypotheses. (English) Zbl 07370550 J. Mach. Learn. Res. 22, Paper No. 33, 39 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{T. Zrnic} et al., J. Mach. Learn. Res. 22, Paper No. 33, 39 p. (2021; Zbl 07370550) Full Text: arXiv Link
Galvan, Giulio; Lapucci, Matteo; Lin, Chih-Jen; Sciandrone, Marco A two-level decomposition framework exploiting first and second order information for SVM training problems. (English) Zbl 07370540 J. Mach. Learn. Res. 22, Paper No. 23, 38 p. (2021). MSC: 68T05 PDFBibTeX XMLCite \textit{G. Galvan} et al., J. Mach. Learn. Res. 22, Paper No. 23, 38 p. (2021; Zbl 07370540) Full Text: Link
Pronzato, Luc; Wang, HaiYing Sequential online subsampling for thinning experimental designs. (English) Zbl 1460.62128 J. Stat. Plann. Inference 212, 169-193 (2021). MSC: 62K05 62L05 62L20 68Q32 PDFBibTeX XMLCite \textit{L. Pronzato} and \textit{H. Wang}, J. Stat. Plann. Inference 212, 169--193 (2021; Zbl 1460.62128) Full Text: DOI arXiv
Fermanian, Adeline Embedding and learning with signatures. (English) Zbl 1510.62035 Comput. Stat. Data Anal. 157, Article ID 107148, 23 p. (2021). MSC: 62-08 62M10 62R10 68T05 PDFBibTeX XMLCite \textit{A. Fermanian}, Comput. Stat. Data Anal. 157, Article ID 107148, 23 p. (2021; Zbl 1510.62035) Full Text: DOI arXiv HAL
Huang, Yong; Beck, James L.; Li, Hui; Ren, Yulong Sequential sparse Bayesian learning with applications to system identification for damage assessment and recursive reconstruction of image sequences. (English) Zbl 1506.62265 Comput. Methods Appl. Mech. Eng. 373, Article ID 113545, 25 p. (2021). MSC: 62F15 62L12 65C20 94A08 PDFBibTeX XMLCite \textit{Y. Huang} et al., Comput. Methods Appl. Mech. Eng. 373, Article ID 113545, 25 p. (2021; Zbl 1506.62265) Full Text: DOI
Sinsbeck, Michael; Cooke, Emily; Nowak, Wolfgang Sequential design of computer experiments for the computation of Bayesian model evidence. (English) Zbl 1462.62500 SIAM/ASA J. Uncertain. Quantif. 9, 260-279 (2021). MSC: 62L05 62K05 62F15 62F35 60G15 65C20 PDFBibTeX XMLCite \textit{M. Sinsbeck} et al., SIAM/ASA J. Uncertain. Quantif. 9, 260--279 (2021; Zbl 1462.62500) Full Text: DOI