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Titlebook: Algorithmic Learning Theory; 23rd International C Nader H. Bshouty,Gilles Stoltz,Thomas Zeugmann Conference proceedings 2012 Springer-Verla

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期刊全称Algorithmic Learning Theory
期刊简称23rd International C
影响因子2023Nader H. Bshouty,Gilles Stoltz,Thomas Zeugmann
视频video
发行地址Up-to-date results.Fast track conference proceedings.State-of-the-art report
学科分类Lecture Notes in Computer Science
图书封面Titlebook: Algorithmic Learning Theory; 23rd International C Nader H. Bshouty,Gilles Stoltz,Thomas Zeugmann Conference proceedings 2012 Springer-Verla
影响因子This book constitutes the refereed proceedings of the 23rd International Conference on Algorithmic Learning Theory, ALT 2012, held in Lyon, France, in October 2012. The conference was co-located and held in parallel with the 15th International Conference on Discovery Science, DS 2012. The 23 full papers and 5 invited talks presented were carefully reviewed and selected from 47 submissions. The papers are organized in topical sections on inductive inference, teaching and PAC learning, statistical learning theory and classification, relations between models and data, bandit problems, online prediction of individual sequences, and other models of online learning.
Pindex Conference proceedings 2012
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Some Rates of Convergence for the Selected Lasso Estimator and Meynet (2011) as an adaptation of the Lasso suited to deal with infinite dictionaries. We use the oracle inequality established by Massart and Meynet (2011) to derive rates of convergence of this estimator on a wide range of function classes described by interpolation spaces such as in Barron e
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Recent Developments in Pattern Miningquent itemsets have been proposed. These exhaustive algorithms, however, all suffer from the pattern explosion problem. Depending on the minimal support threshold, even for moderately sized databases, millions of patterns may be generated. Although this problem is by now well recognized in te patter
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Exploring Sequential Datapages, or professional careers. Addressed topics include the rendering of state and event sequences, longitudinal characteristics of sequences, measuring pairwise dissimilarities and dissimilarity-based analysis of sequence data such as clustering, representative sequences, and regression trees. The
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Nader H. Bshouty,Gilles Stoltz,Thomas ZeugmannUp-to-date results.Fast track conference proceedings.State-of-the-art report
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,Abschied vom Begriff der Homogenität,tures and the regular contributions are introduced in some more detail... It is now a tradition of the co-located conferences ALT and DS to have a joint invited speaker–namely this year, Luc De Raedt. Since 2006 he is a full research professor at the Department of Computer Science of the Katholieke
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Naturphilosophie und Naturwissenschaften,e learning or data mining techniques. This is because machine learning and data mining have focussed on developing high-performance algorithms for solving particular tasks rather than on developing general principles and techniques. I propose to alleviate these problems by applying the constraint pr
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