Titlebook: Computational Learning Theory; 15th Annual Conferen Jyrki Kivinen,Robert H. Sloan Conference proceedings 2002 Springer-Verlag Berlin Heidel

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書(shū)目名稱Computational Learning Theory影響因子(影響力)




書(shū)目名稱Computational Learning Theory影響因子(影響力)學(xué)科排名




書(shū)目名稱Computational Learning Theory網(wǎng)絡(luò)公開(kāi)度




書(shū)目名稱Computational Learning Theory網(wǎng)絡(luò)公開(kāi)度學(xué)科排名




書(shū)目名稱Computational Learning Theory被引頻次




書(shū)目名稱Computational Learning Theory被引頻次學(xué)科排名




書(shū)目名稱Computational Learning Theory年度引用




書(shū)目名稱Computational Learning Theory年度引用學(xué)科排名




書(shū)目名稱Computational Learning Theory讀者反饋




書(shū)目名稱Computational Learning Theory讀者反饋學(xué)科排名

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Entropy, Combinatorial Dimensions and Random Averages function-class setup. Using this parameter we establish entropy bounds for subsets of the .-dimensional unit cube, and in particular, we present new bounds on the empirical covering numbers and gaussian averages associated with classes of functions in terms of the fat-shattering dimension.

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Path Kernels and Multiplicative Updatesroducts for all paths are summed. We also have a set of probabilities on the edges so that the outflow from each node is one. We then discuss multiplicative updates on these graphs where the prediction is essentially a kernel computation and the update contributes a factor to each edge. Now the tota

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原諒

Learning Tree Languages from Text2000 paper is generalizable from the case of string languages towards tree languages, hence providing a large source of identifiable classes of regular tree languages. Each of these classes can be characterized in various ways. Moreover, we present a generic inference algorithm with polynomial updat

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Polynomial Time Inductive Inference of Ordered Tree Patterns with Internal Structured Variables fromtured pattern in such tree structured data, we propose an ordered tree pattern, called a term tree, which is a rooted tree pattern consisting of ordered children and internal structured variables. A term tree is a generalization of standard tree patterns representing first order terms in formal logi