標題: Titlebook: Algorithmic Learning Theory; 26th International C Kamalika Chaudhuri,CLAUDIO GENTILE,Sandra Zilles Conference proceedings 2015 Springer Int [打印本頁] 作者: 詞源法 時間: 2025-3-21 16:57
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: Fretful 時間: 2025-3-21 20:42
Exact Learning of Multivalued Dependenciesgluin et al.’s exact learning model with membership and equivalence queries, provided that counterexamples and membership queries are formulated as 2-Quasi-Horn clauses. As a consequence, we obtain that the subclass of 2-Quasi-Horn theories which are equivalent to MVDF is polynomially learnable.作者: 恫嚇 時間: 2025-3-22 04:13
Learning with a Drifting Target ConceptWe also provide general results for an algorithm capable of adapting to a variable rate of drift of the target concept. Some of the results also describe an active learning variant of this setting, and provide bounds on the number of queries for the labels of points in the sequence sufficient to obtain the stated bounds on the error rates.作者: 徹底檢查 時間: 2025-3-22 05:07
Interactive Clustering of Linear Classes and Cryptographic Lower Boundser .. We also give cryptographic hardness results for interactive clustering. In particular, we show that, under plausible cryptographic assumptions, the interactive clustering problem is intractable for the concept classes of polynomial-size constant-depth threshold circuits, Boolean formulas, and finite automata.作者: COMMA 時間: 2025-3-22 12:24 作者: homeostasis 時間: 2025-3-22 13:05 作者: 攤位 時間: 2025-3-22 21:06 作者: 閑蕩 時間: 2025-3-23 00:56 作者: Certainty 時間: 2025-3-23 02:17
Priced Learningry – depending on the current datum – and requiring that the overall sum of the costs incurred has to be finite. There are priced-learnable classes which are not iteratively learnable. The current work introduces the basic definitions and results for priced learning. This work also introduces various variants of priced learning.作者: Arthr- 時間: 2025-3-23 09:01
0302-9743 arning theory and algorithms; statistical learning theory and sample complexity; online learning, stochastic optimization; and Kolmogorov complexity, algorithmic information theory..978-3-319-24485-3978-3-319-24486-0Series ISSN 0302-9743 Series E-ISSN 1611-3349 作者: palpitate 時間: 2025-3-23 12:21
,Der Kr?fteausgleich im Gebirge, and decoding. Moreover, we show that the matrix can be reconstructed . using a simple alternating minimization method as well as a nuclear-norm minimization method. Finally, we demonstrate the effectiveness of the measurement scheme vis-a-vis existing RIP based methods.作者: Inflated 時間: 2025-3-23 17:31 作者: mitral-valve 時間: 2025-3-23 21:23 作者: fixed-joint 時間: 2025-3-23 23:10 作者: Deference 時間: 2025-3-24 03:57 作者: textile 時間: 2025-3-24 10:29
Learning a Random DFA from Uniform Strings and State Information where . is a string drawn uniformly at random and . is the state of the DFA reached on input . starting from the start state .. A theoretical guarantee on the maximum absolute error of the algorithm in the statistical query model is presented. Extensive experiments demonstrate the efficiency and accuracy of the algorithm.作者: Bucket 時間: 2025-3-24 13:24 作者: Virtues 時間: 2025-3-24 18:31 作者: Onerous 時間: 2025-3-24 22:02
https://doi.org/10.1007/978-3-8350-9248-8gluin et al.’s exact learning model with membership and equivalence queries, provided that counterexamples and membership queries are formulated as 2-Quasi-Horn clauses. As a consequence, we obtain that the subclass of 2-Quasi-Horn theories which are equivalent to MVDF is polynomially learnable.作者: 重疊 時間: 2025-3-25 01:09 作者: Fretful 時間: 2025-3-25 04:06 作者: Bmd955 時間: 2025-3-25 09:49 作者: hemophilia 時間: 2025-3-25 12:19
Algorithmic Learning Theory978-3-319-24486-0Series ISSN 0302-9743 Series E-ISSN 1611-3349 作者: Soliloquy 時間: 2025-3-25 17:07
https://doi.org/10.1007/978-3-8350-9248-8 either run in exponential time or have non-optimal query complexity. We give the first polynomial time non-adaptive learning algorithm for learning hypergraph that asks an almost optimal number of queries.作者: garrulous 時間: 2025-3-25 23:26
,Der Kr?fteausgleich im Gebirge,. Existing methods for the problem either rely on measurement operators such as random element-wise sampling which cannot recover arbitrary low-rank matrices or require the measurement operator to satisfy the Restricted Isometry Property (RIP). However, RIP based linear operators are generally full 作者: 很是迷惑 時間: 2025-3-26 03:20
https://doi.org/10.1007/978-3-642-91890-2 a computationally and statistically efficient parameter estimation method for a wide class of latent variable models—including Gaussian mixture models, hidden Markov models, and latent Dirichlet allocation—which exploits a certain tensor structure in their low-order observable moments (typically, o作者: Flatter 時間: 2025-3-26 06:32
,Der Kr?fteausgleich im Gebirge,during the overall learning history. Priced learning relaxes this constraint on the update of memory by imposing some price on the updates of the memory – depending on the current datum – and requiring that the overall sum of the costs incurred has to be finite. There are priced-learnable classes wh作者: 流浪 時間: 2025-3-26 12:07 作者: considerable 時間: 2025-3-26 13:55
https://doi.org/10.1007/978-3-8350-9248-8ultivalued dependencies. In this work, we study the learnability of multivalued dependency formulas (MVDF), which correspond to the logical theory behind multivalued dependencies. As we explain, MVDF lies between propositional Horn and 2-Quasi-Horn. We prove that MVDF is polynomially learnable in An作者: Flat-Feet 時間: 2025-3-26 16:58
https://doi.org/10.1007/978-3-8350-9248-8 either run in exponential time or have non-optimal query complexity. We give the first polynomial time non-adaptive learning algorithm for learning hypergraph that asks an almost optimal number of queries.作者: 附錄 時間: 2025-3-27 01:02
Der Ausschluss von Minderheitsaktion?renvestigated the learnability of linear sets and semilinear sets in three models – Valiant’s . model, Gold’s . model, and Angluin’s . model. This paper considers a . model of learning families of linear sets, whereby the learner is assumed to know all the smallest sets . of labelled examples that are 作者: 表狀態(tài) 時間: 2025-3-27 03:48
https://doi.org/10.1007/978-3-8350-9248-8m of learning a DFA from given input data is a classic topic in computational learning theory. In this paper we study the learnability of a random DFA and propose a computationally efficient algorithm for learning and recovering a random DFA from uniform input strings and state information in the st作者: 頭腦冷靜 時間: 2025-3-27 05:24 作者: 除草劑 時間: 2025-3-27 12:43
,Thesenf?rmige Zusammenfassung,n a learner with access to a history of independent samples labeled according to a target concept that can change on each round. One of our main contributions is a refinement of the best previous results for polynomial-time algorithms for the space of linear separators under a uniform distribution. 作者: 維持 時間: 2025-3-27 15:40 作者: Promotion 時間: 2025-3-27 18:09 作者: 注意到 時間: 2025-3-28 00:02
Unterhaltungs- und Betriebskosten,the error of a large margin classifier. Our results show that, under mild conditions on the family of kernels used for learning, solving several related tasks simultaneously is beneficial over single task learning. In particular, as the number of observed tasks grows, assuming that in the considered作者: 構成 時間: 2025-3-28 05:36 作者: nepotism 時間: 2025-3-28 08:24
Lecture Notes in Computer Sciencehttp://image.papertrans.cn/a/image/152963.jpg作者: 揭穿真相 時間: 2025-3-28 11:37 作者: 極小量 時間: 2025-3-28 18:26 作者: nugatory 時間: 2025-3-28 19:45
Non-adaptive Learning of a Hidden Hypergraph either run in exponential time or have non-optimal query complexity. We give the first polynomial time non-adaptive learning algorithm for learning hypergraph that asks an almost optimal number of queries.作者: Chemotherapy 時間: 2025-3-29 00:06
Efficient Matrix Sensing Using Rank-1 Gaussian Measurements. Existing methods for the problem either rely on measurement operators such as random element-wise sampling which cannot recover arbitrary low-rank matrices or require the measurement operator to satisfy the Restricted Isometry Property (RIP). However, RIP based linear operators are generally full 作者: 設想 時間: 2025-3-29 05:00 作者: 調整 時間: 2025-3-29 09:53 作者: Facet-Joints 時間: 2025-3-29 14:40 作者: cognizant 時間: 2025-3-29 18:02
Exact Learning of Multivalued Dependenciesultivalued dependencies. In this work, we study the learnability of multivalued dependency formulas (MVDF), which correspond to the logical theory behind multivalued dependencies. As we explain, MVDF lies between propositional Horn and 2-Quasi-Horn. We prove that MVDF is polynomially learnable in An作者: 火車車輪 時間: 2025-3-29 19:59
Non-adaptive Learning of a Hidden Hypergraph either run in exponential time or have non-optimal query complexity. We give the first polynomial time non-adaptive learning algorithm for learning hypergraph that asks an almost optimal number of queries.作者: Altitude 時間: 2025-3-30 03:37 作者: interrupt 時間: 2025-3-30 04:43
Learning a Random DFA from Uniform Strings and State Informationm of learning a DFA from given input data is a classic topic in computational learning theory. In this paper we study the learnability of a random DFA and propose a computationally efficient algorithm for learning and recovering a random DFA from uniform input strings and state information in the st作者: 鉆孔 時間: 2025-3-30 08:41 作者: 改革運動 時間: 2025-3-30 14:54
Learning with a Drifting Target Conceptn a learner with access to a history of independent samples labeled according to a target concept that can change on each round. One of our main contributions is a refinement of the best previous results for polynomial-time algorithms for the space of linear separators under a uniform distribution.
