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hal-02519274v1  Conference papers
Yuyi WangZheng-Chu GuoJan Ramon. Learning from Networked Examples
ALT 2017 - 28th conference on Algorithmic Learning Theory, Oct 2017, Kyoto, Japan. pp.1 - 26
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hal-01401513v1  Journal articles
Alessandro LazaricMohammad GhavamzadehRémi Munos. Analysis of Classification-based Policy Iteration Algorithms
Journal of Machine Learning Research, Microtome Publishing, 2016, 17, pp.1 - 30
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hal-01091341v1  Journal articles
Bruno ScherrerMohammad GhavamzadehVictor GabillonBoris LesnerMatthieu Geist. Approximate modified policy iteration and its application to the game of Tetris
Journal of Machine Learning Research, Microtome Publishing, 2015, 16, pp.1629−1676
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hal-00922028v1  Journal articles
Alexandre Richard. A fractional Brownian field indexed by $L^2$ and a varying Hurst parameter
Stochastic Processes and their Applications, Elsevier, 2015, 125 (4), pp.1394-1425. ⟨10.1016/j.spa.2014.11.003⟩
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tel-00936650v1  Theses
Antoine Méler. BetaSAC et OABSAC, deux nouveaux 'echantillonnages conditionnels pour RANSAC
Vision par ordinateur et reconnaissance de formes [cs.CV]. Université de Grenoble, 2013. Français
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hal-00918142v3  Journal articles
Rémi GribonvalRodolphe JenattonFrancis BachMartin KleinsteuberMatthias Seibert. Sample Complexity of Dictionary Learning and other Matrix Factorizations
IEEE Transactions on Information Theory, Institute of Electrical and Electronics Engineers, 2015, 61 (6), pp.3469-3486. ⟨10.1109/TIT.2015.2424238⟩
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hal-00990684v1  Conference papers
Matthias SeibertMartin KleinsteuberRémi GribonvalRodolphe JenattonFrancis Bach. On The Sample Complexity Of Sparse Dictionary Learning
SSP 2014 - IEEE Workshop on Statistical Signal Processing, Jun 2014, Jupiters, Gold Coast, Australia. ⟨10.1109/SSP.2014.6884621⟩
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hal-01130411v1  Journal articles
Matthias SeibertJulian WörmannRémi GribonvalMartin Kleinsteuber. Learning Co-Sparse Analysis Operators with Separable Structures
IEEE Transactions on Signal Processing, Institute of Electrical and Electronics Engineers, 2015, 64 (1), pp.120-130. ⟨10.1109/TSP.2015.2481875⟩
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inria-00152370v1  Conference papers
Weiming DongNing ZhouJean-Claude Paul. Optimized Tile-Based Texture Synthesis
Proceedings of the Graphics Interface 2007, May 2007, Montreal, Canada. pp.249-256
hal-01120310v1  Conference papers
Jianqiang ChengAbdel LisserCéline Gicquel. A modified sample approximation approach for chance-constrained problems
PGMO-COPI'14 ; Conference on Optimization and Practices in Industry, Oct 2014, Paris Saclay, France
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hal-01135608v2  Reports
Alix LhéritierFrédéric Cazals. A Sequential Nonparametric Two-Sample Test
[Research Report] RR-8704, Inria. 2015, pp.18
hal-01245408v1  Conference papers
Frédéric CazalsAlix Lhéritier. Beyond Two-sample-tests: Localizing Data Discrepancies in High-dimensional Spaces
IEEE/ACM International Conference on Data Science and Advanced Analytics, Oct 2015, Paris, France. pp.29
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hal-01183945v1  Conference papers
Michael L. GreenAlan KrinikCarrie MortensenGerardo RubinoRandall J. Swift. Transient Probability Functions: A Sample Path Approach
Discrete Random Walks, DRW'03, 2003, Paris, France. pp.127-136
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hal-01399580v1  Conference papers
Eleonora CagliCécile DumasEmmanuel Prouff. Enhancing Dimensionality Reduction Methods for Side-Channel Attacks
14th Smart Card Research and Advanced Applications Conference (CARDIS 2015), Nov 2015, Bochum, Germany. pp.15 - 33, ⟨10.1007/978-3-319-31271-2_2⟩