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Advanced Lectures on Machine Learning最新文献

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Introduction to Statistical Learning Theory 统计学习理论导论
Pub Date : 2004-09-01 DOI: 10.1007/978-3-540-28650-9_8
O. Bousquet, S. Boucheron, G. Lugosi
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引用次数: 618
An Introduction to Pattern Classification 模式分类导论
Pub Date : 2003-02-02 DOI: 10.1007/978-3-540-28650-9_1
E. Yom-Tov
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引用次数: 20
Bayesian Inference: An Introduction to Principles and Practice in Machine Learning 贝叶斯推理:机器学习原理与实践导论
Pub Date : 2003-02-02 DOI: 10.1007/978-3-540-28650-9_3
Michael E. Tipping
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引用次数: 281
Some Notes on Applied Mathematics for Machine Learning 机器学习应用数学若干注释
Pub Date : 2003-02-02 DOI: 10.1007/978-3-540-28650-9_2
C. Burges
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引用次数: 11
Unsupervised Learning 无监督学习
Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-28650-9_5
Zoubin Ghahramani
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引用次数: 69
Monte Carlo Methods for Absolute Beginners 蒙特卡罗方法的绝对初学者
Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-28650-9_6
C. Andrieu
{"title":"Monte Carlo Methods for Absolute Beginners","authors":"C. Andrieu","doi":"10.1007/978-3-540-28650-9_6","DOIUrl":"https://doi.org/10.1007/978-3-540-28650-9_6","url":null,"abstract":"","PeriodicalId":244228,"journal":{"name":"Advanced Lectures on Machine Learning","volume":"134 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124181226","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
Stochastic Learning 随机学习
Pub Date : 1900-01-01 DOI: 10.1007/978-3-540-28650-9_7
L. Bottou
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引用次数: 364
期刊
Advanced Lectures on Machine Learning
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