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International Conference on Algorithmic Learning Theory最新文献

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Finding Meaningful Cluster Structure Amidst Background Noise 在背景噪声中寻找有意义的簇结构
International Conference on Algorithmic Learning Theory Pub Date : 2016-10-19 DOI: 10.1007/978-3-319-46379-7_23
Shrinu Kushagra, S. Samadi, Shai Ben-David
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引用次数: 10
Submodular Learning and Covering with Response-Dependent Costs 响应依赖代价的子模块学习与覆盖
International Conference on Algorithmic Learning Theory Pub Date : 2016-02-23 DOI: 10.1007/978-3-319-46379-7_9
Sivan Sabato
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引用次数: 0
Q(λ) with Off-Policy Corrections Q(λ)与Off-Policy correction
International Conference on Algorithmic Learning Theory Pub Date : 2016-02-16 DOI: 10.1007/978-3-319-46379-7_21
A. Harutyunyan, Marc G. Bellemare, T. Stepleton, R. Munos
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引用次数: 77
Information Preserving Dimensionality Reduction 信息保持降维
International Conference on Algorithmic Learning Theory Pub Date : 2015-10-04 DOI: 10.1007/978-3-319-24486-0_16
Shrinu Kushagra, Shai Ben-David
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引用次数: 2
Efficient Matrix Sensing Using Rank-1 Gaussian Measurements 基于秩-1高斯测量的高效矩阵传感
International Conference on Algorithmic Learning Theory Pub Date : 2015-10-04 DOI: 10.1007/978-3-319-24486-0_1
Kai Zhong, Prateek Jain, I. Dhillon
{"title":"Efficient Matrix Sensing Using Rank-1 Gaussian Measurements","authors":"Kai Zhong, Prateek Jain, I. Dhillon","doi":"10.1007/978-3-319-24486-0_1","DOIUrl":"https://doi.org/10.1007/978-3-319-24486-0_1","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125158738","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
Adaptive Sampling for Incremental Optimization Using Stochastic Gradient Descent 基于随机梯度下降的自适应抽样增量优化
International Conference on Algorithmic Learning Theory Pub Date : 2015-10-04 DOI: 10.1007/978-3-319-24486-0_21
Guillaume Papa, P. Bianchi, S. Clémençon
{"title":"Adaptive Sampling for Incremental Optimization Using Stochastic Gradient Descent","authors":"Guillaume Papa, P. Bianchi, S. Clémençon","doi":"10.1007/978-3-319-24486-0_21","DOIUrl":"https://doi.org/10.1007/978-3-319-24486-0_21","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114807825","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: 15
Learning with Deep Cascades 用深度级联学习
International Conference on Algorithmic Learning Theory Pub Date : 2015-10-04 DOI: 10.1007/978-3-319-24486-0_17
Giulia DeSalvo, M. Mohri, Umar Syed
{"title":"Learning with Deep Cascades","authors":"Giulia DeSalvo, M. Mohri, Umar Syed","doi":"10.1007/978-3-319-24486-0_17","DOIUrl":"https://doi.org/10.1007/978-3-319-24486-0_17","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129445709","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: 16
Interactive Clustering of Linear Classes and Cryptographic Lower Bounds 线性类的交互聚类与密码下界
International Conference on Algorithmic Learning Theory Pub Date : 2015-10-04 DOI: 10.1007/978-3-319-24486-0_11
Á. Lelkes, L. Reyzin
{"title":"Interactive Clustering of Linear Classes and Cryptographic Lower Bounds","authors":"Á. Lelkes, L. Reyzin","doi":"10.1007/978-3-319-24486-0_11","DOIUrl":"https://doi.org/10.1007/978-3-319-24486-0_11","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"96 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114839703","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
Two Problems for Sophistication 复杂的两个问题
International Conference on Algorithmic Learning Theory Pub Date : 2015-10-04 DOI: 10.1007/978-3-319-24486-0_25
Peter Bloem, S. D. Rooij, P. Adriaans
{"title":"Two Problems for Sophistication","authors":"Peter Bloem, S. D. Rooij, P. Adriaans","doi":"10.1007/978-3-319-24486-0_25","DOIUrl":"https://doi.org/10.1007/978-3-319-24486-0_25","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"111 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117182893","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: 7
Priced Learning 定价的学习
International Conference on Algorithmic Learning Theory Pub Date : 2015-10-04 DOI: 10.1007/978-3-319-24486-0_3
Sanjay Jain, Junqi Ma, F. Stephan
{"title":"Priced Learning","authors":"Sanjay Jain, Junqi Ma, F. Stephan","doi":"10.1007/978-3-319-24486-0_3","DOIUrl":"https://doi.org/10.1007/978-3-319-24486-0_3","url":null,"abstract":"","PeriodicalId":267197,"journal":{"name":"International Conference on Algorithmic Learning Theory","volume":"90 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123261838","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
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