{"_id":{"_str":"534279620e946d920a0015cc"},"__v":1,"authorIDs":[],"author_short":["Cozman, F.","Cohen, I."],"bibbaseid":"cozman-cohen-risksofsemisupervisedlearninghowunlabeleddatacandegradeperformanceofgenerativeclassifiers-2006","bibdata":{"bibtype":"incollection","type":"incollection","author":[{"firstnames":["Fabio"],"propositions":[],"lastnames":["Cozman"],"suffixes":[]},{"firstnames":["Ira"],"propositions":[],"lastnames":["Cohen"],"suffixes":[]}],"booktitle":"Semi-Supervised Learning","chapter":"4","editor":[{"firstnames":["Olivier"],"propositions":[],"lastnames":["Chapelle"],"suffixes":[]},{"firstnames":["Bernhard"],"propositions":[],"lastnames":["Schölkopf"],"suffixes":[]},{"firstnames":["Alexander"],"propositions":[],"lastnames":["Zien"],"suffixes":[]}],"month":"September","pages":"57–72","publisher":"MIT Press","title":"Risks of Semi-Supervised Learning: How Unlabeled Data Can Degrade Performance of Generative Classifiers","year":"2006","bibtex":"@incollection{CozmanCohen2006,\n\tAuthor = {Fabio Cozman and Ira Cohen},\n\tBooktitle = {Semi-Supervised Learning},\n\tChapter = {4},\n\tEditor = {Olivier Chapelle and Bernhard Sch\\\"olkopf and Alexander Zien},\n\tMonth = {September},\n\tPages = {57--72},\n\tPublisher = {MIT Press},\n\tTitle = {Risks of Semi-Supervised Learning: How Unlabeled Data Can Degrade Performance of Generative Classifiers},\n\tYear = {2006}\n}\n\n","author_short":["Cozman, F.","Cohen, I."],"editor_short":["Chapelle, O.","Schölkopf, B.","Zien, A."],"key":"CozmanCohen2006","id":"CozmanCohen2006","bibbaseid":"cozman-cohen-risksofsemisupervisedlearninghowunlabeleddatacandegradeperformanceofgenerativeclassifiers-2006","role":"author","urls":{},"downloads":0,"html":""},"bibtype":"incollection","biburl":"http://www.cs.toronto.edu/cogs/bib/standard-long.bib","downloads":0,"keywords":[],"search_terms":["risks","semi","supervised","learning","unlabeled","data","degrade","performance","generative","classifiers","cozman","cohen"],"title":"Risks of Semi-Supervised Learning: How Unlabeled Data Can Degrade Performance of Generative Classifiers","year":2006,"dataSources":["2cjnbEWxd35GBeqEe"]}