{"id":78,"date":"2022-07-14T01:51:47","date_gmt":"2022-07-14T01:51:47","guid":{"rendered":"https:\/\/www.svms.org\/?p=78"},"modified":"2022-07-14T01:51:47","modified_gmt":"2022-07-14T01:51:47","slug":"regularization","status":"publish","type":"post","link":"https:\/\/www.svms.org\/regularization\/","title":{"rendered":"Regularization"},"content":{"rendered":"<h1 style=\"text-align: center;\"><strong>Regularization<\/strong><\/h1>\n<p>&nbsp;<\/p>\n<ul>\n<li><a href=\"http:\/\/en.wikipedia.org\/wiki\/Regularization_%28mathematics%29\">Regularization (mathematics) &#8211; Wikipedia<\/a><\/li>\n<li><a href=\"http:\/\/scholar.google.com\/scholar?q=regularization&amp;ie=UTF-8&amp;oe=UTF-8&amp;hl=en&amp;btnG=Search\">regularization &#8211; Google Scholar<\/a><\/li>\n<li><a href=\"http:\/\/www.google.com\/search?hl=en&amp;q=regularization&amp;btnG=Google+Search\">regularization &#8211; Google Search<\/a><\/li>\n<\/ul>\n<ul>\n<li><a href=\"http:\/\/svms.org\/regularization\/class-4.pdf\">Plan of Class 4<\/a><\/li>\n<li>EVGENIOU, Theodoros, et al., <a href=\"http:\/\/svms.org\/regularization\/EPPV.pdf\">Regularization and statistical learning theory for data analysis<\/a><\/li>\n<li>EVGENIOU, Theodoros, Massimiliano PONTIL and Tomaso POGGIO, <a href=\"http:\/\/svms.org\/regularization\/EVPP99a.pdf\">A unified framework for Regularization Networks and Support Vector Machines<\/a><br \/>\nEvgeniou, Pontil and Poggio<\/li>\n<li>GIROSI, Federico, Michael JONES and Tomaso POGGIO, <a href=\"http:\/\/svms.org\/regularization\/GiJP93.pdf\">Priors, Stabilizers and Basis Functions: from regularization to radial, tensor and additive splines<\/a><\/li>\n<li>JAAKKOLA, Tommi S. and David HAUSSLER, <a href=\"http:\/\/svms.org\/regularization\/JaHa99.pdf\">Probabilistic kernel regression models<\/a><\/li>\n<li><a href=\"http:\/\/svms.org\/regularization\/lfd3.pdf\">Chapter 3 Regularization Framework<\/a><\/li>\n<li>M?U?LLER, K.-R., et al., <a href=\"http:\/\/svms.org\/regularization\/MSRS97a.pdf\">Predicting Time Series with Support Vector Machines<\/a><\/li>\n<li>WILLIAMSON, Robert C., Alex J. SMOLA and Bernhard SCH?O?LKOPF, <a href=\"http:\/\/svms.org\/regularization\/WiSS98.pdf\">Generalization Performance of Regularization Networks and Support Vector Machines <i>via<\/i> Entropy Numbers of Compact Operators<\/a><\/li>\n<\/ul>\n<p><span class=\"statcounter\"><img decoding=\"async\" src=\"http:\/\/c.statcounter.com\/t.php?sc_project=878162&amp;java=1&amp;security=dd98a97a&amp;u1=020D5EF54DE94F308EDA110C5B091A2C&amp;sc_rum_e_s=595&amp;sc_rum_e_e=608&amp;sc_random=0.6790807346799648&amp;jg=176&amp;rr=3.3.3.3.3.3.2.2.2&amp;resolution=1366&amp;h=768&amp;camefrom=http%3A\/\/svms.org\/&amp;u=http%3A\/\/svms.org\/regularization\/&amp;t=Support%20Vector%20Machines%3A%20Regularization&amp;rcat=d&amp;rdomo=d&amp;rdomg=176&amp;sc_snum=1&amp;sess=e6f069&amp;p=0\" alt=\"StatCounter - Free Web Tracker and Counter\" border=\"0\" \/><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Regularization &nbsp; Regularization (mathematics) &#8211; Wikipedia regularization &#8211; Google Scholar regularization &#8211; Google Search Plan of Class 4 EVGENIOU, Theodoros, et al., Regularization and statistical learning theory for data analysis EVGENIOU, Theodoros, Massimiliano PONTIL and Tomaso POGGIO, A unified framework for Regularization Networks and Support Vector Machines Evgeniou, Pontil and Poggio GIROSI, Federico, Michael JONES [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/www.svms.org\/wp-json\/wp\/v2\/posts\/78"}],"collection":[{"href":"https:\/\/www.svms.org\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.svms.org\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.svms.org\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.svms.org\/wp-json\/wp\/v2\/comments?post=78"}],"version-history":[{"count":1,"href":"https:\/\/www.svms.org\/wp-json\/wp\/v2\/posts\/78\/revisions"}],"predecessor-version":[{"id":79,"href":"https:\/\/www.svms.org\/wp-json\/wp\/v2\/posts\/78\/revisions\/79"}],"wp:attachment":[{"href":"https:\/\/www.svms.org\/wp-json\/wp\/v2\/media?parent=78"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.svms.org\/wp-json\/wp\/v2\/categories?post=78"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.svms.org\/wp-json\/wp\/v2\/tags?post=78"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}