Aparicio-Ruiz, Pablo; Barbadilla-Martín, Elena; Guadix, José; Cortés, Pablo KNN and adaptive comfort applied in decision making for HVAC systems. (English) Zbl 1477.62380 Ann. Oper. Res. 303, No. 1-2, 217-231 (2021). MSC: 62P30 62C25 62-08 90C90 68T05 PDFBibTeX XMLCite \textit{P. Aparicio-Ruiz} et al., Ann. Oper. Res. 303, No. 1--2, 217--231 (2021; Zbl 1477.62380) Full Text: DOI
Shi, Chengchun; Song, Rui; Lu, Wenbin Concordance and value information criteria for optimal treatment decision. (English) Zbl 1461.62029 Ann. Stat. 49, No. 1, 49-75 (2021). MSC: 62C25 62B10 62P10 68T05 PDFBibTeX XMLCite \textit{C. Shi} et al., Ann. Stat. 49, No. 1, 49--75 (2021; Zbl 1461.62029) Full Text: DOI Euclid
Sun, Lin; Yin, Tengyu; Ding, Weiping; Qian, Yuhua; Xu, Jiucheng Multilabel feature selection using ML-ReliefF and neighborhood mutual information for multilabel neighborhood decision systems. (English) Zbl 1479.62046 Inf. Sci. 537, 401-424 (2020). MSC: 62H30 62C25 68T05 PDFBibTeX XMLCite \textit{L. Sun} et al., Inf. Sci. 537, 401--424 (2020; Zbl 1479.62046) Full Text: DOI
Gribonval, Rémi; Blanchard, Gilles; Keriven, Nicolas; Traonmilin, Yann Statistical learning guarantees for compressive clustering and compressive mixture modeling. (English) Zbl 1478.62165 Math. Stat. Learn. 3, No. 2, 165-257 (2020). MSC: 62H30 62C25 68Q32 PDFBibTeX XMLCite \textit{R. Gribonval} et al., Math. Stat. Learn. 3, No. 2, 165--257 (2020; Zbl 1478.62165) Full Text: DOI arXiv
Wang, Yanqing; Zhao, Ying-Qi; Zheng, Yingye Learning-based biomarker-assisted rules for optimized clinical benefit under a risk constraint. (English) Zbl 1468.62417 Biometrics 76, No. 3, 853-862 (2020). MSC: 62P10 62C25 68T05 PDFBibTeX XMLCite \textit{Y. Wang} et al., Biometrics 76, No. 3, 853--862 (2020; Zbl 1468.62417) Full Text: DOI
He, Xiaojuan; Guo, Xinshun Research on an advertising click-through rate prediction model based on feature optimization. (Chinese. English summary) Zbl 1463.62278 J. East China Norm. Univ., Nat. Sci. Ed. 2020, No. 4, 147-155 (2020). MSC: 62M20 62M45 68T05 90B60 62C25 62H25 PDFBibTeX XMLCite \textit{X. He} and \textit{X. Guo}, J. East China Norm. Univ., Nat. Sci. Ed. 2020, No. 4, 147--155 (2020; Zbl 1463.62278) Full Text: DOI
Alatur, Pragnya; Levy, Kfir Y.; Krause, Andreas Multi-player bandits: the adversarial case. (English) Zbl 1499.68296 J. Mach. Learn. Res. 21, Paper No. 77, 23 p. (2020). MSC: 68T05 62C25 62L10 68W27 90B18 PDFBibTeX XMLCite \textit{P. Alatur} et al., J. Mach. Learn. Res. 21, Paper No. 77, 23 p. (2020; Zbl 1499.68296) Full Text: arXiv Link
Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan A robust approach to model-based classification based on trimming and constraints. Semi-supervised learning in presence of outliers and label noise. (English) Zbl 1474.62215 Adv. Data Anal. Classif., ADAC 14, No. 2, 327-354 (2020). MSC: 62H30 62F35 62C25 68T05 PDFBibTeX XMLCite \textit{A. Cappozzo} et al., Adv. Data Anal. Classif., ADAC 14, No. 2, 327--354 (2020; Zbl 1474.62215) Full Text: DOI arXiv
Barbiero, Pietro; Ciravegna, Gabriele; Cirrincione, Giansalvo; Tonda, Alberto; Squillero, Giovanni Generating neural archetypes to instruct fast and interpretable decisions. (English) Zbl 1442.62766 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, 45-52 (2020). MSC: 62R07 62H30 62M45 62M20 62C25 68T05 PDFBibTeX XMLCite \textit{P. Barbiero} et al., Adv. Intell. Syst. Comput. 1009, 45--52 (2020; Zbl 1442.62766) Full Text: DOI
Altschuler, Jason; Brunel, Victor-Emmanuel; Malek, Alan Best arm identification for contaminated bandits. (English) Zbl 1434.68391 J. Mach. Learn. Res. 20, Paper No. 91, 39 p. (2019). MSC: 68T05 62C25 62F35 62L15 PDFBibTeX XMLCite \textit{J. Altschuler} et al., J. Mach. Learn. Res. 20, Paper No. 91, 39 p. (2019; Zbl 1434.68391) Full Text: arXiv Link
Baloochian, Hossein; Ghaffary, Hamid Reza Multiclass classification based on multi-criteria decision-making. (English) Zbl 1433.62156 J. Classif. 36, No. 1, 140-151 (2019). MSC: 62H30 62C25 91B06 68T05 PDFBibTeX XMLCite \textit{H. Baloochian} and \textit{H. R. Ghaffary}, J. Classif. 36, No. 1, 140--151 (2019; Zbl 1433.62156) Full Text: DOI
Mourtada, Jaouad; Gaïffas, Stéphane On the optimality of the Hedge algorithm in the stochastic regime. (English) Zbl 1489.62017 J. Mach. Learn. Res. 20, Paper No. 83, 28 p. (2019). MSC: 62C25 62L10 68W27 PDFBibTeX XMLCite \textit{J. Mourtada} and \textit{S. Gaïffas}, J. Mach. Learn. Res. 20, Paper No. 83, 28 p. (2019; Zbl 1489.62017) Full Text: arXiv Link
Kapoor, Sayash; Patel, Kumar Kshitij; Kar, Purushottam Corruption-tolerant bandit learning. (English) Zbl 1483.68303 Mach. Learn. 108, No. 4, 687-715 (2019). MSC: 68T05 62C25 68W27 PDFBibTeX XMLCite \textit{S. Kapoor} et al., Mach. Learn. 108, No. 4, 687--715 (2019; Zbl 1483.68303) Full Text: DOI
Reeve, Henry W. J.; Mellor, Joe; Brown, Gavin The \(k\)-nearest neighbour UCB algorithm for multi-armed bandits with covariates. (English) Zbl 1405.68303 Janoos, Firdaus (ed.) et al., Algorithmic learning theory 2018. Proceedings of the 29th international conference (ALT 2018), Lanzarote, Spain, April 7–9, 2018. [s.l.]: Proceedings of Machine Learning Research PMLR. Proceedings of Machine Learning Research (PMLR) 83, 725-752 (2018). MSC: 68T05 62C25 62L10 62L15 PDFBibTeX XMLCite \textit{H. W. J. Reeve} et al., Proc. Mach. Learn. Res. (PMLR) 83, 725--752 (2018; Zbl 1405.68303) Full Text: arXiv Link
Aziz, Maryam; Anderton, Jesse; Kaufmann, Emilie; Aslam, Javed Pure exploration in infinitely-armed bandit models with fixed-confidence. (English) Zbl 1407.62294 Janoos, Firdaus (ed.) et al., Algorithmic learning theory 2018. Proceedings of the 29th international conference (ALT 2018), Lanzarote, Spain, April 7–9, 2018. Proceedings of Machine Learning Research (PMLR) 83. [s.l.]: Proceedings of Machine Learning Research PMLR. 3-24 (2018). MSC: 62L10 62C25 62L15 68T05 PDFBibTeX XMLCite \textit{M. Aziz} et al., Proc. Mach. Learn. Res. (PMLR) 83, 3--24 (2018; Zbl 1407.62294) Full Text: arXiv Link
Lamprier, Sylvain; Gisselbrecht, Thibault; Gallinari, Patrick Profile-based bandit with unknown profiles. (English) Zbl 1462.68158 J. Mach. Learn. Res. 19, Paper No. 53, 40 p. (2018). MSC: 68T05 62C25 62F25 68W27 PDFBibTeX XMLCite \textit{S. Lamprier} et al., J. Mach. Learn. Res. 19, Paper No. 53, 40 p. (2018; Zbl 1462.68158) Full Text: Link
Huang, Ruitong; Lattimore, Tor; György, András; Szepesvári, Csaba Following the leader and fast rates in online linear prediction: curved constraint sets and other regularities. (English) Zbl 1437.68152 J. Mach. Learn. Res. 18(2017-2018), Paper No. 145, 31 p. (2017). MSC: 68T05 62C25 68W27 PDFBibTeX XMLCite \textit{R. Huang} et al., J. Mach. Learn. Res. 18, Paper No. 145, 31 p. (2017; Zbl 1437.68152) Full Text: arXiv Link
Zweig, Alon; Chechik, Gal Group online adaptive learning. (English) Zbl 1434.68494 Mach. Learn. 106, No. 9-10, 1747-1770 (2017). MSC: 68T05 62C25 62H30 68W27 PDFBibTeX XMLCite \textit{A. Zweig} and \textit{G. Chechik}, Mach. Learn. 106, No. 9--10, 1747--1770 (2017; Zbl 1434.68494) Full Text: DOI
Thwaites, Peter A.; Smith, Jim Q. A new method for tackling asymmetric decision problems. (English) Zbl 1429.62047 Int. J. Approx. Reasoning 88, 624-639 (2017). MSC: 62C25 68T37 PDFBibTeX XMLCite \textit{P. A. Thwaites} and \textit{J. Q. Smith}, Int. J. Approx. Reasoning 88, 624--639 (2017; Zbl 1429.62047) Full Text: DOI arXiv Link
Braha, Dan; Maimon, Oded A mathematical theory of design: foundations, algorithms and applications. (English) Zbl 0916.68183 Applied Optimization. 17. Boston: Kluwer Academic Publishers. xxii, 680 p. (1998). Reviewer: N.Gronau (Berlin) MSC: 68U07 68-02 00A69 92F05 62C25 91B44 PDFBibTeX XMLCite \textit{D. Braha} and \textit{O. Maimon}, A mathematical theory of design: foundations, algorithms and applications. Boston: Kluwer Academic Publishers (1998; Zbl 0916.68183)
Shen, Xiaojun; Edelsbrunner, Herbert A tight lower bound on the size of visibility graphs. (English) Zbl 0637.68076 Inf. Process. Lett. 26, 61-64 (1987). Reviewer: H.-D.Hecker MSC: 68R99 68R10 62C25 PDFBibTeX XMLCite \textit{X. Shen} and \textit{H. Edelsbrunner}, Inf. Process. Lett. 26, 61--64 (1987; Zbl 0637.68076) Full Text: DOI
Lakshmanan, K. B.; Chandrasekaran, B. Compound hypothesis testing with finite memory. (English) Zbl 0439.62011 Inf. Control 40, 223-233 (1979). MSC: 62C99 62C25 91A35 62C20 68T05 PDFBibTeX XMLCite \textit{K. B. Lakshmanan} and \textit{B. Chandrasekaran}, Inf. Control 40, 223--233 (1979; Zbl 0439.62011) Full Text: DOI
Repin, V. G.; Tartakovskij, G. P. Statistical synthesis with a priori uncertainty and adaptation of information systems. (Statisticheskij sintez pri apriornoj neopredelennosti i adaptatsiya informatsionnykh sistem.). (Russian) Zbl 0428.62007 Moskva: Izdatel’stvo ”Sovetskoe Radio”. 432 p. R. 2.73 (1977). MSC: 62C25 62C10 62-02 62L10 62M05 62H30 68T10 93E10 93E12 62F15 PDFBibTeX XML