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International Conference on Algorithmic Learning Theory最新文献

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Bayesian Methods for Low-Rank Matrix Estimation: Short Survey and Theoretical Study 低秩矩阵估计的贝叶斯方法:简要综述与理论研究
International Conference on Algorithmic Learning Theory Pub Date : 2013-06-17 DOI: 10.1007/978-3-642-40935-6_22
Pierre Alquier
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引用次数: 32
Robust and Private Bayesian Inference 鲁棒和私有贝叶斯推理
International Conference on Algorithmic Learning Theory Pub Date : 2013-06-05 DOI: 10.1007/978-3-319-11662-4_21
Christos Dimitrakakis, B. Nelson, Aikaterini Mitrokotsa, Benjamin I. P. Rubinstein
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引用次数: 113
Cellular Tree Classifiers 细胞树分类器
International Conference on Algorithmic Learning Theory Pub Date : 2013-01-20 DOI: 10.1007/978-3-319-11662-4_2
G. Biau, L. Devroye
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引用次数: 9
Partial Monitoring with Side Information 带有侧面信息的部分监控
International Conference on Algorithmic Learning Theory Pub Date : 2012-10-29 DOI: 10.1007/978-3-642-34106-9_25
Gábor Bartók, Csaba Szepesvari
{"title":"Partial Monitoring with Side Information","authors":"Gábor Bartók, Csaba Szepesvari","doi":"10.1007/978-3-642-34106-9_25","DOIUrl":"https://doi.org/10.1007/978-3-642-34106-9_25","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116422253","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: 76
Some Rates of Convergence for the Selected Lasso Estimator 所选Lasso估计量的一些收敛速率
International Conference on Algorithmic Learning Theory Pub Date : 2012-10-29 DOI: 10.1007/978-3-642-34106-9_4
P. Massart, C. Meynet
{"title":"Some Rates of Convergence for the Selected Lasso Estimator","authors":"P. Massart, C. Meynet","doi":"10.1007/978-3-642-34106-9_4","DOIUrl":"https://doi.org/10.1007/978-3-642-34106-9_4","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121755690","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
The Safe Bayesian - Learning the Learning Rate via the Mixability Gap 安全贝叶斯——通过可混性差学习学习率
International Conference on Algorithmic Learning Theory Pub Date : 2012-10-29 DOI: 10.1007/978-3-642-34106-9_16
P. Grünwald
{"title":"The Safe Bayesian - Learning the Learning Rate via the Mixability Gap","authors":"P. Grünwald","doi":"10.1007/978-3-642-34106-9_16","DOIUrl":"https://doi.org/10.1007/978-3-642-34106-9_16","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134155863","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: 78
Learnability beyond Uniform Convergence 超越统一收敛的可学习性
International Conference on Algorithmic Learning Theory Pub Date : 2012-10-29 DOI: 10.1007/978-3-642-34106-9_3
S. Shalev-Shwartz
{"title":"Learnability beyond Uniform Convergence","authors":"S. Shalev-Shwartz","doi":"10.1007/978-3-642-34106-9_3","DOIUrl":"https://doi.org/10.1007/978-3-642-34106-9_3","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"1996 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125567268","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: 0
On the Hardness of Domain Adaptation and the Utility of Unlabeled Target Samples 论域自适应的硬度及未标记目标样本的实用性
International Conference on Algorithmic Learning Theory Pub Date : 2012-10-29 DOI: 10.1007/978-3-642-34106-9_14
Shai Ben-David, Ruth Urner
{"title":"On the Hardness of Domain Adaptation and the Utility of Unlabeled Target Samples","authors":"Shai Ben-David, Ruth Urner","doi":"10.1007/978-3-642-34106-9_14","DOIUrl":"https://doi.org/10.1007/978-3-642-34106-9_14","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114054158","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: 74
Exploring Sequential Data 探索顺序数据
International Conference on Algorithmic Learning Theory Pub Date : 2012-10-29 DOI: 10.1007/978-3-642-34106-9_6
G. Ritschard
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引用次数: 5
Sauer's Bound for a Notion of Teaching Complexity Sauer的《教学复杂性的界限
International Conference on Algorithmic Learning Theory Pub Date : 2012-10-29 DOI: 10.1007/978-3-642-34106-9_11
Rahim Samei, P. Semukhin, Boting Yang, Sandra Zilles
{"title":"Sauer's Bound for a Notion of Teaching Complexity","authors":"Rahim Samei, P. Semukhin, Boting Yang, Sandra Zilles","doi":"10.1007/978-3-642-34106-9_11","DOIUrl":"https://doi.org/10.1007/978-3-642-34106-9_11","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126632361","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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