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Geometry of Deep Learning最新文献

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Linear and Kernel Classifiers 线性和核分类器
Geometry of Deep Learning Pub Date : 2021-10-21 DOI: 10.1007/978-981-16-6046-7_2
J. C. Ye
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引用次数: 1
Convolutional Neural Networks 卷积神经网络
Geometry of Deep Learning Pub Date : 2021-10-21 DOI: 10.1007/978-981-16-6046-7_7
Jong-Chul Ye
{"title":"Convolutional Neural Networks","authors":"Jong-Chul Ye","doi":"10.1007/978-981-16-6046-7_7","DOIUrl":"https://doi.org/10.1007/978-981-16-6046-7_7","url":null,"abstract":"","PeriodicalId":243124,"journal":{"name":"Geometry of Deep Learning","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124707006","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
Artificial Neural Networks and Backpropagation 人工神经网络与反向传播
Geometry of Deep Learning Pub Date : 2021-10-21 DOI: 10.1007/978-981-16-6046-7_6
J. C. Ye
{"title":"Artificial Neural Networks and Backpropagation","authors":"J. C. Ye","doi":"10.1007/978-981-16-6046-7_6","DOIUrl":"https://doi.org/10.1007/978-981-16-6046-7_6","url":null,"abstract":"","PeriodicalId":243124,"journal":{"name":"Geometry of Deep Learning","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115865500","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
Biological Neural Networks 生物神经网络
Geometry of Deep Learning Pub Date : 2021-10-21 DOI: 10.1007/978-981-16-6046-7_5
Jong-Chul Ye
{"title":"Biological Neural Networks","authors":"Jong-Chul Ye","doi":"10.1007/978-981-16-6046-7_5","DOIUrl":"https://doi.org/10.1007/978-981-16-6046-7_5","url":null,"abstract":"","PeriodicalId":243124,"journal":{"name":"Geometry of Deep Learning","volume":"51 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114009360","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
Linear, Logistic, and Kernel Regression 线性，逻辑和核回归
Geometry of Deep Learning Pub Date : 2021-10-21 DOI: 10.1007/978-981-16-6046-7_3
J. C. Ye
{"title":"Linear, Logistic, and Kernel Regression","authors":"J. C. Ye","doi":"10.1007/978-981-16-6046-7_3","DOIUrl":"https://doi.org/10.1007/978-981-16-6046-7_3","url":null,"abstract":"","PeriodicalId":243124,"journal":{"name":"Geometry of Deep Learning","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125784259","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
Reproducing Kernel Hilbert Space, Representer Theorem 再现核希尔伯特空间，表征定理
Geometry of Deep Learning Pub Date : 2021-10-21 DOI: 10.1007/978-981-16-6046-7_4
J. C. Ye
{"title":"Reproducing Kernel Hilbert Space, Representer Theorem","authors":"J. C. Ye","doi":"10.1007/978-981-16-6046-7_4","DOIUrl":"https://doi.org/10.1007/978-981-16-6046-7_4","url":null,"abstract":"","PeriodicalId":243124,"journal":{"name":"Geometry of Deep Learning","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130091342","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
Mathematical Preliminaries 数学预赛
Geometry of Deep Learning Pub Date : 2021-10-21 DOI: 10.1007/978-981-16-6046-7_1
J. C. Ye
{"title":"Mathematical Preliminaries","authors":"J. C. Ye","doi":"10.1007/978-981-16-6046-7_1","DOIUrl":"https://doi.org/10.1007/978-981-16-6046-7_1","url":null,"abstract":"","PeriodicalId":243124,"journal":{"name":"Geometry of Deep Learning","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115566214","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
Normalization and Attention 正常化与注意
Geometry of Deep Learning Pub Date : 1900-01-01 DOI: 10.1007/978-981-16-6046-7_9
Jong-Chul Ye
{"title":"Normalization and Attention","authors":"Jong-Chul Ye","doi":"10.1007/978-981-16-6046-7_9","DOIUrl":"https://doi.org/10.1007/978-981-16-6046-7_9","url":null,"abstract":"","PeriodicalId":243124,"journal":{"name":"Geometry of Deep Learning","volume":"590 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":"129453628","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
Generalization Capability of Deep Learning 深度学习的泛化能力
Geometry of Deep Learning Pub Date : 1900-01-01 DOI: 10.1007/978-981-16-6046-7_12
Jong-Chul Ye
{"title":"Generalization Capability of Deep Learning","authors":"Jong-Chul Ye","doi":"10.1007/978-981-16-6046-7_12","DOIUrl":"https://doi.org/10.1007/978-981-16-6046-7_12","url":null,"abstract":"","PeriodicalId":243124,"journal":{"name":"Geometry of Deep Learning","volume":"10 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":"130848812","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
Deep Learning Optimization 深度学习优化
Geometry of Deep Learning Pub Date : 1900-01-01 DOI: 10.1007/978-981-16-6046-7_11
Jong-Chul Ye
{"title":"Deep Learning Optimization","authors":"Jong-Chul Ye","doi":"10.1007/978-981-16-6046-7_11","DOIUrl":"https://doi.org/10.1007/978-981-16-6046-7_11","url":null,"abstract":"","PeriodicalId":243124,"journal":{"name":"Geometry of Deep 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":"124495036","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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