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inria-00477238v2  Conference papers
Daniil Ryabko. Clustering processes
27th International Conference on Machine Learning, Jun 2010, Haifa, Israel. pp.919-926
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inria-00636924v3  Conference papers
Alexandra CarpentierRémi Munos. Finite-Time Analysis of Stratified Sampling for Monte Carlo
NIPS - Twenty-Fifth Annual Conference on Neural Information Processing Systems, Dec 2011, Grenade, Spain
hal-00351144v1  Conference papers
Philippe PreuxSertan GirginManuel Loth. Feature Discovery in Approximate Dynamic Programming
Approximate Dynamic Programming and Reinforcement Learning, Mar 2009, Nashville, United States
hal-00759054v1  Conference papers
Julie BussetMartine Cadot. Démêler les actions des articulateurs en jeu lors de la production de parole avec le logiciel C.H.I.C. : Analyse de séquences de radiographies de la tête.
6th International Conference Implicative Statistic Analysis - A.S.I. 6 - 2012, Nov 2012, Caen, France. pp.291-305
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hal-01342469v1  Journal articles
Massih-Reza AminiJean-Baptiste DurandOlivier GaudoinÉric GaussierAnatoli Iouditski. Data Science : une formation internationale de niveau Master en science des données
Statistique et Enseignement, Société Française de Statistique, 2016, 7 (1), pp.95-102
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hal-01246074v1  Conference papers
Patrick HéasCédric Herzet. Reduced-Order Modeling of Hidden Dynamics
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASPP), Mar 2016, Shangai, China. pp.1268--1272, ⟨10.1109/ICASSP.2016.7471880⟩
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hal-00658836v1  Journal articles
Gemma GarrigaEsa JunttilaHeikki Mannila. Banded structure in binary matrices
Knowledge and Information Systems (KAIS), Springer, 2011, 28 (1), pp.197-226. ⟨10.1007/s10115-010-0319-7⟩
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hal-00341093v1  Conference papers
Benoît CrabbéMarie Candito. Expériences d'analyse syntaxique statistique du français
15ème conférence sur le Traitement Automatique des Langues Naturelles - TALN'08, Jun 2008, Avignon, France. pp. 44-54
hal-00273178v1  Book sections
Marie Chavent. Species Clustering via Classical and Interval Data Representation
Paula Brito, Guy Cucumel, Patrice Bertrand and Francisco de Carvalho. Selected Contributions in Data Analysis and Classification, Springer Berlin Heidelberg, pp.183-191, 2007, Studies in Classification, Data Analysis, and Knowledge Organization, ⟨10.1007/978-3-540-73560-1_17⟩
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hal-01208171v1  Conference papers
Michel FliessCédric Join. Seasonalities and cycles in time series: A fresh look with computer experiments
Paris Financial Management Conference, PFMC 2015, Dec 2015, Paris, France
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hal-00920175v1  Conference papers
Michel FliessCédric Join. Systematic and multifactor risk models revisited
First Paris Financial Management Conference, Dec 2013, Paris, France. http://khuongnguyen.free.fr/PFMC-2013/Program_Papers.pdf
hal-01627333v1  Conference papers
Daniil Ryabko. Independence clustering (without a matrix)
NIPS 2017 - Thirty-first Annual Conference on Neural Information Processing Systems, Dec 2017, Long Beach, United States. pp.1-14
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hal-01934291v1  Conference papers
Nicolas BrosseAlain DurmusÉric Moulines. The promises and pitfalls of Stochastic Gradient Langevin Dynamics
NeurIPS 2018 (Advances in Neural Information Processing Systems 2018), Dec 2018, Montreal, France
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hal-02300688v1  Journal articles
Sylvain Arlot. Rejoinder on: Minimal penalties and the slope heuristics: a survey
Journal de la Société Française de Statistique, Société Française de Statistique et Société Mathématique de France, 2019, Minimal penalties and the slope heuristics: a survey, 160 (3), pp.158-168
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hal-02975304v2  Preprints, Working Papers, ...
Solenne Gaucher. Finite Continuum-Armed Bandits
2020
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hal-00656677v1  Book sections
Alzennyr da SilvaYves LechevallierFabrice RossiFrancisco de A.T. de Carvahlo. Clustering Dynamic Web Usage Data
Nedjah, Nadia and de Macedo Mourelle, Luiza and Kacprzyk, Janusz. Innovative Applications in Data Mining, Springer Berlin Heidelberg, pp.71-82, 2009, Studies in Computational Intelligence, ⟨10.1007/978-3-540-88045-5⟩
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hal-02341901v1  Book sections
Stefan SommerTom FletcherXavier Pennec. Introduction to differential and Riemannian geometry
Riemannian Geometric Statistics in Medical Image Analysis, Elsevier, pp.3-37, 2020, ⟨10.1016/b978-0-12-814725-2.00008-x⟩
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hal-02341958v1  Book sections
Xavier Pennec. Manifold-valued image processing with SPD matrices
Riemannian Geometric Statistics in Medical Image Analysis, Elsevier; Elsevier, pp.75-134, 2020, ⟨10.1016/B978-0-12-814725-2.00010-8⟩
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hal-01405058v1  Conference papers
Arthur MenschJulien MairalGaël VaroquauxBertrand Thirion. Subsampled online matrix factorization with convergence guarantees
NIPS Workshop on Optimization for Machine Learning, Dec 2016, Barcelone, Spain
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hal-00273170v1  Journal articles
Marie ChaventJérôme Saracco. On central tendency and dispersion measures for intervals and hypercubes
Communications in Statistics - Theory and Methods, Taylor & Francis, 2008, 37 (9), pp.1471 - 1482. ⟨10.1080/03610920701678984⟩