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International Conference on Algorithmic Learning Theory最新文献

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A Spectral Algorithm with Additive Clustering for the Recovery of Overlapping Communities in Networks 一种基于加性聚类的网络重叠群落恢复谱算法
International Conference on Algorithmic Learning Theory Pub Date : 2015-06-12 DOI: 10.1007/978-3-319-46379-7_24
E. Kaufmann, T. Bonald, M. Lelarge
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引用次数: 26
Learning with a Drifting Target Concept 用漂移目标概念学习
International Conference on Algorithmic Learning Theory Pub Date : 2015-05-20 DOI: 10.1007/978-3-319-24486-0_10
Steve Hanneke, Varun Kanade, Liu Yang
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引用次数: 13
Permutational Rademacher Complexity - A New Complexity Measure for Transductive Learning 置换Rademacher复杂度——一种新的传导学习复杂度度量
International Conference on Algorithmic Learning Theory Pub Date : 2015-05-12 DOI: 10.1007/978-3-319-24486-0_14
I. Tolstikhin, Nikita Zhivotovskiy, G. Blanchard
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引用次数: 5
On Learning the Optimal Waiting Time 关于学习最优等待时间
International Conference on Algorithmic Learning Theory Pub Date : 2014-10-08 DOI: 10.1007/978-3-319-11662-4_15
Tor Lattimore, A. György, Csaba Szepesvari
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引用次数: 5
A Survey of Preference-Based Online Learning with Bandit Algorithms 基于偏好的Bandit算法在线学习研究
International Conference on Algorithmic Learning Theory Pub Date : 2014-10-08 DOI: 10.1007/978-3-319-11662-4_3
R. Busa-Fekete, E. Hüllermeier
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引用次数: 44
A Safe Approximation for Kolmogorov Complexity Kolmogorov复杂度的一个安全近似
International Conference on Algorithmic Learning Theory Pub Date : 2014-10-08 DOI: 10.1007/978-3-319-11662-4_24
Peter Bloem, F. Mota, S. D. Rooij, L. Antunes, P. Adriaans
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引用次数: 12
Bayesian Reinforcement Learning with Exploration 探索贝叶斯强化学习
International Conference on Algorithmic Learning Theory Pub Date : 2014-10-08 DOI: 10.1007/978-3-319-11662-4_13
Tor Lattimore, Marcus Hutter
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引用次数: 6
Generalization Bounds for Time Series Prediction with Non-stationary Processes 非平稳过程时间序列预测的概化界
International Conference on Algorithmic Learning Theory Pub Date : 2014-10-08 DOI: 10.1007/978-3-319-11662-4_19
Vitaly Kuznetsov, M. Mohri
{"title":"Generalization Bounds for Time Series Prediction with Non-stationary Processes","authors":"Vitaly Kuznetsov, M. Mohri","doi":"10.1007/978-3-319-11662-4_19","DOIUrl":"https://doi.org/10.1007/978-3-319-11662-4_19","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115504721","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 54
Generalizing Labeled and Unlabeled Sample Compression to Multi-label Concept Classes 将标记和未标记样本压缩推广到多标签概念类
International Conference on Algorithmic Learning Theory Pub Date : 2014-10-08 DOI: 10.1007/978-3-319-11662-4_20
Rahim Samei, Boting Yang, Sandra Zilles
{"title":"Generalizing Labeled and Unlabeled Sample Compression to Multi-label Concept Classes","authors":"Rahim Samei, Boting Yang, Sandra Zilles","doi":"10.1007/978-3-319-11662-4_20","DOIUrl":"https://doi.org/10.1007/978-3-319-11662-4_20","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"67 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114497824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Indefinitely Oscillating Martingales 无限振荡鞅
International Conference on Algorithmic Learning Theory Pub Date : 2014-08-13 DOI: 10.1007/978-3-319-11662-4_23
J. Leike, Marcus Hutter
{"title":"Indefinitely Oscillating Martingales","authors":"J. Leike, Marcus Hutter","doi":"10.1007/978-3-319-11662-4_23","DOIUrl":"https://doi.org/10.1007/978-3-319-11662-4_23","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124863422","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
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