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Found 258 Documents (Results 1–100)

Learning latent factors in linked multi-modality data. (English) Zbl 1518.68302

Ceci, Michelangelo (ed.) et al., Foundations of intelligent systems. 24th international symposium, ISMIS 2018, Limassol, Cyprus, October 29–31, 2018. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 11177, 214-224 (2018).
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A new approach to Hellwig’s method of data reduction for Atanassov’s intuitionistic fuzzy sets. (English) Zbl 1512.68307

Medina, Jesús (ed.) et al., Information processing and management of uncertainty in knowledge-based systems. Applications. 17th international conference, IPMU 2018, Cádiz, Spain, June 11–15, 2018, Proceedings, Part III. Cham: Springer. Commun. Comput. Inf. Sci. 855, 553-564 (2018).
MSC:  68T09 62H25 68T37
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Low rank approximation in the presence of outliers. (English) Zbl 1520.62078

Blais, Eric (ed.) et al., Approximation, randomization, and combinatorial optimization. Algorithms and techniques. 21st international workshop, APPROX 2018, and 22nd international workshop, RANDOM 2018 August 20–22, 2018, Princeton, USA. Proceedings. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 116, Article 4, 16 p. (2018).
MSC:  62H25 65F55 68W25
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Matrix completion and related problems via strong duality. (English) Zbl 1462.15031

Karlin, Anna R. (ed.), 9th innovations in theoretical computer science conference, ITCS 2018, Cambridge, MA, USA, January 11–14, 2018. Wadern: Schloss Dagstuhl – Leibniz Zentrum für Informatik. LIPIcs – Leibniz Int. Proc. Inform. 94, Article 5, 22 p. (2018).
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Mean field asymptotics in high-dimensional statistics: from exact results to efficient algorithms. (English) Zbl 1490.68190

Sirakov, Boyan (ed.) et al., Proceedings of the international congress of mathematicians 2018, ICM 2018, Rio de Janeiro, Brazil, August 1–9, 2018. Volume IV. Invited lectures. Hackensack, NJ: World Scientific; Rio de Janeiro: Sociedade Brasileira de Matemática (SBM). 2973-2994 (2018).
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Asymptotic efficiency in high-dimensional covariance estimation. (English) Zbl 1451.62057

Sirakov, Boyan (ed.) et al., Proceedings of the international congress of mathematicians 2018, ICM 2018, Rio de Janeiro, Brazil, August 1–9, 2018. Volume IV. Invited lectures. Hackensack, NJ: World Scientific; Rio de Janeiro: Sociedade Brasileira de Matemática (SBM). 2903-2923 (2018).
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Tight query complexity lower bounds for PCA via finite sample deformed Wigner law. (English) Zbl 1428.68168

Diakonikolas, Ilias (ed.) et al., Proceedings of the 50th annual ACM SIGACT symposium on theory of computing, STOC ’18, Los Angeles, CA, USA, June 25–29, 2018. New York, NY: Association for Computing Machinery (ACM). 1249-1259 (2018).
MSC:  68Q17 15B52 62H25
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On generalized additive models with dependent time series covariates. (English) Zbl 1414.62367

Rojas, Ignacio (ed.) et al., Time series analysis and forecasting. Selected contributions from the international work-conference on time series, ITISE 2017, Granada, Spain, September 18–20, 107. Cham: Springer. Contrib. Stat., 289-308 (2018).
MSC:  62M10 62J12 62H25
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Modelling asynchronous assets with jump-diffusion processes. (English) Zbl 1414.62416

Kilgour, D. Marc (ed.) et al., Recent advances in mathematical and statistical methods. IV AMMCS international conference, Waterloo, Canada, August 20–25, 2017. Cham: Springer. Springer Proc. Math. Stat. 259, 477-487 (2018).
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An object oriented approach to multimodal imaging data in neuroscience. (English) Zbl 1414.92160

Canale, Antonio (ed.) et al., Studies in neural data science. StartUp research 2017, Siena, Italy, June 25–27, 2017. Cham: Springer. Springer Proc. Math. Stat. 257, 57-73 (2018).
MSC:  92C55 92B20 92C20
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The multiple roots phenomenon in maximum likelihood estimation for factor analysis. (English) Zbl 1411.62058

Hibi, Takayuki (ed.), The 50th anniversary of Gröbner bases. Proceedings of the 8th Mathematical Society of Japan-Seasonal Institute (MSJ-SI 2015), Osaka, Japan, July 1–10, 2015. Tokyo: Mathematical Society of Japan (MSJ). Adv. Stud. Pure Math. 77, 109-119 (2018).
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Tensor methods in statistics. 2nd edition, revised and updated reprint of the 1987 original published by Chapman & Hall. (English) Zbl 1407.62021

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Smooth sensitivity based approach for differentially private principal component analysis. (English) Zbl 1405.68109

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, 438-450 (2018).
MSC:  68P25 62H25
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Scaffoldings and spines: organizing high-dimensional data using cover trees, local principal component analysis, and persistent homology. (English) Zbl 1405.62069

Chambers, Erin Wolf (ed.) et al., Research in computational topology. Based on the first workshop for women in computational topology, Minneapolis, MN, USA, August 2016. Cham: Springer; Minneapolis, MN: Institute for Mathematics and its Applications (IMA) (ISBN 978-3-319-89592-5/hbk; 978-3-319-89593-2/ebook). Association for Women in Mathematics Series 13, 93-114 (2018).
MSC:  62H25 55N35
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