{"title":"随机投影法","authors":"S. Vempala","doi":"10.1090/DIMACS/065","DOIUrl":null,"url":null,"abstract":"Random projection Combinatorial optimization: Rounding via random projection Embedding metrics in Euclidean space Euclidean embeddings: Beyond distance preservation Learning theory: Robust concepts Intersections of half-spaces Information retrieval: Nearest neighbors Indexing and clustering Bibliography Appendix.","PeriodicalId":376328,"journal":{"name":"DIMACS Series in Discrete Mathematics and Theoretical Computer Science","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2005-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"541","resultStr":"{\"title\":\"The Random Projection Method\",\"authors\":\"S. Vempala\",\"doi\":\"10.1090/DIMACS/065\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Random projection Combinatorial optimization: Rounding via random projection Embedding metrics in Euclidean space Euclidean embeddings: Beyond distance preservation Learning theory: Robust concepts Intersections of half-spaces Information retrieval: Nearest neighbors Indexing and clustering Bibliography Appendix.\",\"PeriodicalId\":376328,\"journal\":{\"name\":\"DIMACS Series in Discrete Mathematics and Theoretical Computer Science\",\"volume\":\"5 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2005-02-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"541\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"DIMACS Series in Discrete Mathematics and Theoretical Computer Science\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1090/DIMACS/065\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"DIMACS Series in Discrete Mathematics and Theoretical Computer Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1090/DIMACS/065","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Random projection Combinatorial optimization: Rounding via random projection Embedding metrics in Euclidean space Euclidean embeddings: Beyond distance preservation Learning theory: Robust concepts Intersections of half-spaces Information retrieval: Nearest neighbors Indexing and clustering Bibliography Appendix.
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