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Self-Organizing ITL Principles for Unsupervised Learning 无监督学习的自组织ITL原则
Information Theoretic Learning Pub Date : 1900-01-01 DOI: 10.1007/978-1-4419-1570-2_8
Sudhir Rao, Deniz Erdoğmuş, Dongxin Xu, K. Hild
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引用次数: 2
Nonlinear Adaptive Filtering with MEE, MCC, and Applications 非线性自适应滤波与MEE, MCC及其应用
Information Theoretic Learning Pub Date : 1900-01-01 DOI: 10.1007/978-1-4419-1570-2_5
Deniz Erdoğmuş, R. Morejon, Weifeng Liu
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引用次数: 0
A Reproducing Kernel Hilbert Space Framework for ITL ITL的再现核希尔伯特空间框架
Information Theoretic Learning Pub Date : 1900-01-01 DOI: 10.1007/978-1-4419-1570-2_9
Jianwu Xu, R. Jenssen, A. Paiva, Il Memming Park
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引用次数: 1
Classification with EEC, Divergence Measures, and Error Bounds 用EEC分类，发散度量和误差界限
Information Theoretic Learning Pub Date : 1900-01-01 DOI: 10.1007/978-1-4419-1570-2_6
Deniz Erdoğmuş, Dongxin Xu, K. Hild
{"title":"Classification with EEC, Divergence Measures, and Error Bounds","authors":"Deniz Erdoğmuş, Dongxin Xu, K. Hild","doi":"10.1007/978-1-4419-1570-2_6","DOIUrl":"https://doi.org/10.1007/978-1-4419-1570-2_6","url":null,"abstract":"","PeriodicalId":240006,"journal":{"name":"Information Theoretic Learning","volume":"76 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":"126200595","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: 2
Correntropy for Random Variables: Properties and Applications in Statistical Inference 随机变量的相关系数:性质及其在统计推断中的应用
Information Theoretic Learning Pub Date : 1900-01-01 DOI: 10.1007/978-1-4419-1570-2_10
Weifeng Liu, P. P. Pokharel, Jianwu Xu, S. Seth
{"title":"Correntropy for Random Variables: Properties and Applications in Statistical Inference","authors":"Weifeng Liu, P. P. Pokharel, Jianwu Xu, S. Seth","doi":"10.1007/978-1-4419-1570-2_10","DOIUrl":"https://doi.org/10.1007/978-1-4419-1570-2_10","url":null,"abstract":"","PeriodicalId":240006,"journal":{"name":"Information Theoretic Learning","volume":"1 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":"129458127","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: 2
Clustering with ITL Principles 使用ITL原理聚类
Information Theoretic Learning Pub Date : 1900-01-01 DOI: 10.1007/978-1-4419-1570-2_7
R. Jenssen, Sudhir Rao
{"title":"Clustering with ITL Principles","authors":"R. Jenssen, Sudhir Rao","doi":"10.1007/978-1-4419-1570-2_7","DOIUrl":"https://doi.org/10.1007/978-1-4419-1570-2_7","url":null,"abstract":"","PeriodicalId":240006,"journal":{"name":"Information Theoretic Learning","volume":"12 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":"132614426","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: 1
Information Theory, Machine Learning, and Reproducing Kernel Hilbert Spaces 信息理论，机器学习和核希尔伯特空间的再现
Information Theoretic Learning Pub Date : 1900-01-01 DOI: 10.1007/978-1-4419-1570-2_1
J. Príncipe
{"title":"Information Theory, Machine Learning, and Reproducing Kernel Hilbert Spaces","authors":"J. Príncipe","doi":"10.1007/978-1-4419-1570-2_1","DOIUrl":"https://doi.org/10.1007/978-1-4419-1570-2_1","url":null,"abstract":"","PeriodicalId":240006,"journal":{"name":"Information Theoretic Learning","volume":"76 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":"126226979","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: 13
Adaptive Information Filtering with Error Entropy and Error Correntropy Criteria 基于误差熵和误差熵准则的自适应信息过滤
Information Theoretic Learning Pub Date : 1900-01-01 DOI: 10.1007/978-1-4419-1570-2_3
Deniz Erdoğmuş, Weifeng Liu
{"title":"Adaptive Information Filtering with Error Entropy and Error Correntropy Criteria","authors":"Deniz Erdoğmuş, Weifeng Liu","doi":"10.1007/978-1-4419-1570-2_3","DOIUrl":"https://doi.org/10.1007/978-1-4419-1570-2_3","url":null,"abstract":"","PeriodicalId":240006,"journal":{"name":"Information Theoretic Learning","volume":"73 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":"126468654","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
Correntropy for Random Processes: Properties and Applications in Signal Processing 随机过程的相关熵:性质及其在信号处理中的应用
Information Theoretic Learning Pub Date : 1900-01-01 DOI: 10.1007/978-1-4419-1570-2_11
P. P. Pokharel, I. Santamaría, Jianwu Xu, Kyu-Hwa Jeong, Weifeng Liu
{"title":"Correntropy for Random Processes: Properties and Applications in Signal Processing","authors":"P. P. Pokharel, I. Santamaría, Jianwu Xu, Kyu-Hwa Jeong, Weifeng Liu","doi":"10.1007/978-1-4419-1570-2_11","DOIUrl":"https://doi.org/10.1007/978-1-4419-1570-2_11","url":null,"abstract":"","PeriodicalId":240006,"journal":{"name":"Information Theoretic Learning","volume":"42 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":"114279740","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: 1
Algorithms for Entropy and Correntropy Adaptation with Applications to Linear Systems 熵和熵自适应算法在线性系统中的应用
Information Theoretic Learning Pub Date : 1900-01-01 DOI: 10.1007/978-1-4419-1570-2_4
Deniz Erdoğmuş, Seungju Han, Abhishek Singh
{"title":"Algorithms for Entropy and Correntropy Adaptation with Applications to Linear Systems","authors":"Deniz Erdoğmuş, Seungju Han, Abhishek Singh","doi":"10.1007/978-1-4419-1570-2_4","DOIUrl":"https://doi.org/10.1007/978-1-4419-1570-2_4","url":null,"abstract":"","PeriodicalId":240006,"journal":{"name":"Information Theoretic Learning","volume":"7 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":"125334270","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: 2
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