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Titlebook: Algorithmic Learning Theory; 19th International C Yoav Freund,László Györfi,Thomas Zeugmann Conference proceedings 2008 Springer-Verlag Ber

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Some Mathematics behind Graph Property Testinge probabilities. This analytic version allows for simpler formulation of the problems, and leads to various characterizations of testable properties. These results can be applied to the original graph-theoretic property testing. In particular, they lead to a new combinatorial characterization of tes
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Finding Total and Partial Orders from Data for Seriationferent approaches to this task, including spectral ordering methods, techniques for finding partial orders, and probabilistic models using MCMC methods..Joint work with Antti Ukkonen, Aris Gionis, Mikael Fortelius, Kai Puolamäki, and Jukka Jernvall.
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Die Instrumente und Beobachtungsmethoden, divergence. Such iterative algorithms, including those using Bregman rather than Kullback divergences, will be surveyed. It will be hinted to that the celebrated belief propagation (or sum-product) algorithm may also admit a similar interpretation.
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On Iterative Algorithms with an Information Geometry Background divergence. Such iterative algorithms, including those using Bregman rather than Kullback divergences, will be surveyed. It will be hinted to that the celebrated belief propagation (or sum-product) algorithm may also admit a similar interpretation.
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Conference proceedings 2008ctions to Japan, but has also been held in other countries, such as Australia, Germany, Italy, Sin- pore, Spain and the USA. The ALT conference series is supervised by its Steering Committee: Naoki Abe (IBM T. J.
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Der Bau- und Maurermeister in der Praxisferent approaches to this task, including spectral ordering methods, techniques for finding partial orders, and probabilistic models using MCMC methods..Joint work with Antti Ukkonen, Aris Gionis, Mikael Fortelius, Kai Puolamäki, and Jukka Jernvall.
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