標題: Titlebook: Algorithmic Learning Theory; 14th International C Ricard Gavaldá,Klaus P. Jantke,Eiji Takimoto Conference proceedings 2003 Springer-Verlag [打印本頁] 作者: polysomnography 時間: 2025-3-21 19:49
書目名稱Algorithmic Learning Theory影響因子(影響力)
書目名稱Algorithmic Learning Theory影響因子(影響力)學科排名
書目名稱Algorithmic Learning Theory網絡公開度
書目名稱Algorithmic Learning Theory網絡公開度學科排名
書目名稱Algorithmic Learning Theory被引頻次
書目名稱Algorithmic Learning Theory被引頻次學科排名
書目名稱Algorithmic Learning Theory年度引用
書目名稱Algorithmic Learning Theory年度引用學科排名
書目名稱Algorithmic Learning Theory讀者反饋
書目名稱Algorithmic Learning Theory讀者反饋學科排名
作者: 無畏 時間: 2025-3-21 21:20
Can Learning in the Limit Be Done Efficiently?the learner did already succeed. The resulting uncertainty may be prohibitive in many applications. We survey results to resolve this problem by outlining a new learning model, called .. Though pattern languages can neither be finitely inferred from positive data nor PAC-learned, our approach can be作者: 赤字 時間: 2025-3-22 00:47 作者: 自愛 時間: 2025-3-22 05:26
On Ordinal VC-Dimension and Some Notions of Complexityomplexity—a variation on predictive complexity—and mind change complexity. The assumptions that . is closed under boolean operators and that . is compact often play a crucial role to establish connections between these concepts.作者: AGATE 時間: 2025-3-22 09:49 作者: 罵人有污點 時間: 2025-3-22 13:45 作者: 權宜之計 時間: 2025-3-22 20:29 作者: 發(fā)酵 時間: 2025-3-22 22:16
On the Learnability of Erasing Pattern Languages in the Query Model efficient than standard query learners. Moreover, when studying this new model in a more general context, interesting relations to Gold’s model of language learning from only positive data have been elaborated.作者: Terminal 時間: 2025-3-23 01:23
Efficiently Learning the Metric with Side-Informationmputational complexity of the method severely limits its applicability to real machine learning tasks. In this paper we present an alternative solution for dealing with the problem of incorporating side-information. This side-information specifies pairs of examples belonging to the same class. The a作者: liaison 時間: 2025-3-23 07:06 作者: Pruritus 時間: 2025-3-23 12:22
https://doi.org/10.1007/978-3-642-91139-2pires the users with further interactions. The two-stage approach in the associative search, which is the key to its efficiency, also facilitates the content-based correlation among databases. In this paper we describe the basic features of GETA and ..作者: Circumscribe 時間: 2025-3-23 17:24 作者: mosque 時間: 2025-3-23 18:20 作者: Paleontology 時間: 2025-3-24 01:55 作者: 有花 時間: 2025-3-24 03:49
https://doi.org/10.1007/978-3-322-98645-0n erasing EFS with just one axiom..We first show that the class . of languages generated by erasing primitive EFSs does not have finite elasticity, but has M-finite thickness. The notions of finite elasticity and M-finite thickness were introduced by Wright, and Moriyama and Sato, respectively, to p作者: 冷峻 時間: 2025-3-24 10:24
https://doi.org/10.1007/978-3-322-98645-0is an extension of these results to the situation where attribute noise is present, i.e., a certain number of input bits .. may be wrong. This is a typical situation, e.g., in medical research or computational biology, where not all attributes can be measured reliably. We show that even in such an e作者: muscle-fibers 時間: 2025-3-24 13:50
Das Wesen des Betriebsvergleiches, of edge labels. Second, when Λ has more than one edge label, we give a polynomial time algorithm for finding a minimally generalized ordered term tree which explains all given tree data. Lastly, when Λ has infinitely many edge labels, we give a polynomial time algorithm for finding a minimally gene作者: 老巫婆 時間: 2025-3-24 15:21
Das Wesen des Betriebsvergleiches, efficient than standard query learners. Moreover, when studying this new model in a more general context, interesting relations to Gold’s model of language learning from only positive data have been elaborated.作者: APEX 時間: 2025-3-24 19:11
https://doi.org/10.1007/978-3-663-09594-1mputational complexity of the method severely limits its applicability to real machine learning tasks. In this paper we present an alternative solution for dealing with the problem of incorporating side-information. This side-information specifies pairs of examples belonging to the same class. The a作者: 剛開始 時間: 2025-3-25 02:28
Checkliste für das Vorstellungsgespr?chneeds to be minimal one needs to also minimize the penalised empirical risk with respect to the variables .., .?=?1...,.. The obvious problem is that the empirical risk can only be defined after the subsamples (and hence their sizes) are given (known)..Utilising an on-line stochastic gradient descen作者: 變形 時間: 2025-3-25 07:19
Die Hilfsmittel der Betriebstechnik,ized as an important principle of common-sense reasoning. It has applications in many areas of AI and Computer Science including diagnosis, database updates, planning, natural language understanding, learning, to number some of them.作者: 上流社會 時間: 2025-3-25 11:03
https://doi.org/10.1007/978-3-662-26455-3l modeling, namely the information criteria for the evaluation of the statistical models and generic state space model which provides us with a very flexible tool for modeling complex and time-varying systems. As examples of these methods we shall show some applications in seismology and macro economics.作者: 樂器演奏者 時間: 2025-3-25 11:43
Abduction and the Dualization Problemized as an important principle of common-sense reasoning. It has applications in many areas of AI and Computer Science including diagnosis, database updates, planning, natural language understanding, learning, to number some of them.作者: 慢慢流出 時間: 2025-3-25 19:48
Signal Extraction and Knowledge Discovery Based on Statistical Modelingl modeling, namely the information criteria for the evaluation of the statistical models and generic state space model which provides us with a very flexible tool for modeling complex and time-varying systems. As examples of these methods we shall show some applications in seismology and macro economics.作者: grandiose 時間: 2025-3-25 21:40
Das Wesen des Betriebsvergleiches, it is proved that for many other pairs . hypothesis spaces exist that allow full . learning power, but limit that of . to finite classes..Only in a few cases (e. g. LIM vs. CONS) the result does depend on the actual class to be learned.作者: Confess 時間: 2025-3-26 00:28 作者: 雪上輕舟飛過 時間: 2025-3-26 07:44
https://doi.org/10.1007/978-3-663-09594-1 sampling technique to speed up kernel GMM so that it is more practical and efficient. Experimental results on synthetic and real-world data set demonstrate that the proposed approach has satisfing performance.作者: Needlework 時間: 2025-3-26 10:13
Typische Fehler im Vorstellungsgespr?chg with its information geometric properties are characterized... — statistical machine learning, unsupervised learning, Bregman divergence, information geometry, alternating minimization, forward projection, backward projection, iterative scaling.作者: coltish 時間: 2025-3-26 13:37
Kernel Trick Embedded Gaussian Mixture Model sampling technique to speed up kernel GMM so that it is more practical and efficient. Experimental results on synthetic and real-world data set demonstrate that the proposed approach has satisfing performance.作者: GLEAN 時間: 2025-3-26 20:40
Learning Continuous Latent Variable Models with Bregman Divergencesg with its information geometric properties are characterized... — statistical machine learning, unsupervised learning, Bregman divergence, information geometry, alternating minimization, forward projection, backward projection, iterative scaling.作者: 碌碌之人 時間: 2025-3-26 23:27 作者: monogamy 時間: 2025-3-27 03:36
,Durchführung des Betriebsvergleiches,ueries. Moreover we show that there exists no polynomial time learning algorithm for finite unions of term trees by using restricted equivalence, membership and subset queries. This result indicates the hardness of learning finite unions of term trees in the query learning model.作者: 陪審團每個人 時間: 2025-3-27 08:09 作者: Monolithic 時間: 2025-3-27 11:03 作者: linear 時間: 2025-3-27 16:32 作者: 縫紉 時間: 2025-3-27 17:49
On the Complexity of Training a Single Perceptron with Programmable Synaptic Delaysion, we show that the representation problem for . which is an issue whether an .-variable Boolean function given in DNF (or as a disjunction of .(.) threshold gates) can be computed by a spiking neuron is co-NP-hard.作者: Biguanides 時間: 2025-3-27 21:57 作者: 慢慢流出 時間: 2025-3-28 02:11 作者: 你敢命令 時間: 2025-3-28 09:26
https://doi.org/10.1007/b14273Variable; algorithm; algorithmic learning; algorithmic learning theory; algorithms; complexity; computatio作者: 螢火蟲 時間: 2025-3-28 11:55
978-3-540-20291-2Springer-Verlag Berlin Heidelberg 2003作者: 發(fā)牢騷 時間: 2025-3-28 14:44
Algorithmic Learning Theory978-3-540-39624-6Series ISSN 0302-9743 Series E-ISSN 1611-3349 作者: 樹木心 時間: 2025-3-28 19:58
0302-9743 Overview: 978-3-540-20291-2978-3-540-39624-6Series ISSN 0302-9743 Series E-ISSN 1611-3349 作者: jagged 時間: 2025-3-29 02:04
Die Hilfsmittel der Betriebstechnik,for observed phenomena. Abduction has taken on increasing importance in Artificial Intelligence (AI) and related disciplines, where it has been recognized as an important principle of common-sense reasoning. It has applications in many areas of AI and Computer Science including diagnosis, database u作者: 修飾 時間: 2025-3-29 05:22
https://doi.org/10.1007/978-3-662-26455-3 the use of good model is crucial and thus the statistical modeling will play an important role. In this paper, we show two basic tools for statistical modeling, namely the information criteria for the evaluation of the statistical models and generic state space model which provides us with a very f作者: 有斑點 時間: 2025-3-29 07:37 作者: ostracize 時間: 2025-3-29 15:22
Die Arbeiten des Betriebs-Chemikers, representation complexity and its prediction accuracy. Clearly, we expect more complex models that require longer data representation to be more accurate. Can one provide a quantitative, yet general, formulation of this trade-off? In this talk I will discuss this question from Shannon’s Information作者: Catheter 時間: 2025-3-29 15:46 作者: glowing 時間: 2025-3-29 20:09
https://doi.org/10.1007/978-3-642-92317-3ctions must eventually find a program for any function in the class from a gradually growing sequence of its values. This approach is generalized in ., where the problem of . a successful learner for a class of functions from a description of this class is considered..A common reduction-based approa作者: Maximizer 時間: 2025-3-30 03:36
,Durchführung des Betriebsvergleiches,arning paradigms commonly studied in Inductive inference. A logical learning paradigm is defined as a set . of structures over some vocabulary, and a set . of first-order formulas that represent data. The sets of models of . in ., where . varies over ., generate a natural topology . over ...We show 作者: 陪審團每個人 時間: 2025-3-30 06:39 作者: concise 時間: 2025-3-30 08:23 作者: Cabinet 時間: 2025-3-30 15:23
https://doi.org/10.1007/978-3-322-98645-0ly depend only on a small but unknown subset of these variables/attributes, in the following called .. The goal is to determine the relevant attributes given a sequence of examples – input vectors . and corresponding classifications .(.). We analyze two simple greedy strategies and prove that they a作者: 名次后綴 時間: 2025-3-30 17:18 作者: Ccu106 時間: 2025-3-30 20:51
Das Wesen des Betriebsvergleiches,ained by substituting (possibly empty) strings of constant symbols for the variables in ...The present paper deals with the problem of learning the erasing pattern languages and natural subclasses thereof within Angluin’s model of learning with queries. The paper extends former studies along this li作者: Fortify 時間: 2025-3-31 03:52
,Durchführung des Betriebsvergleiches, such as tags or texts are assigned to edges of .. A term tree is an ordered tree pattern, which has ordered tree structures and variables, and is suited for a representation of a tree structured pattern in Web pages. A term tree . is allowed to have a repeated variable which occurs in . more than o作者: 斥責 時間: 2025-3-31 07:15
https://doi.org/10.1007/978-3-663-09594-1orithm and deduce a parameter estimation algorithm for GMM in feature space. Kernel GMM could be viewed as a Bayesian Kernel Method. Compared with most classical kernel methods, the proposed method can solve problems in probabilistic framework. Moreover, it can tackle nonlinear problems better than 作者: 格子架 時間: 2025-3-31 09:37
https://doi.org/10.1007/978-3-663-09594-1 In many cases this amounts to finding a suitable metric in the data space. In the supervised case, Linear Discriminant Analysis (LDA) can be used to find an appropriate subspace in which the data structure is apparent. Other ways to learn a suitable metric are found in [6] and [11]. However recentl作者: surmount 時間: 2025-3-31 16:14 作者: Allure 時間: 2025-3-31 18:13
Checkliste für das Vorstellungsgespr?chinimises the misclassification error probability of the empirical risk minimiser. It does so by adding a complexity penalty term .(.,.) to the empirical risk of the candidate hypotheses and then for any fixed sample size . it minimises the sum with respect to the model complexity variable ...When le作者: 圓錐 時間: 2025-4-1 00:26
Typische Fehler im Vorstellungsgespr?chneeds to travel through a synapse is taken into account but also the input firing rates may have more different levels. A synchronization technique is introduced so that the results concerning the learnability of spiking neurons with binary delays also apply to . with arbitrary delays. In particular作者: 嗎啡 時間: 2025-4-1 04:35
Die richtige Pr?sentationstechnik success on extended regular languages generated by patterns . of the form ...... ... .... for unknown . but known ., from number of examples polynomial in . (and exponential in .), where ....... are variables and where ..,...,.. are each strings of constants or terminals of length .. This assumes t作者: prodrome 時間: 2025-4-1 06:57
Lecture Notes in Computer Sciencehttp://image.papertrans.cn/a/image/152982.jpg作者: HEPA-filter 時間: 2025-4-1 11:25
Abduction and the Dualization Problemfor observed phenomena. Abduction has taken on increasing importance in Artificial Intelligence (AI) and related disciplines, where it has been recognized as an important principle of common-sense reasoning. It has applications in many areas of AI and Computer Science including diagnosis, database u作者: 外貌 時間: 2025-4-1 15:49 作者: photopsia 時間: 2025-4-1 19:04 作者: CUMB 時間: 2025-4-2 02:30
