Pub Date : 1999-02-01DOI: 10.1007/978-94-011-5014-9_17
Geoffrey E. Hinton, B. Sallans, Zoubin Ghahramani
{"title":"A Hierarchical Community of Experts","authors":"Geoffrey E. Hinton, B. Sallans, Zoubin Ghahramani","doi":"10.1007/978-94-011-5014-9_17","DOIUrl":"https://doi.org/10.1007/978-94-011-5014-9_17","url":null,"abstract":"","PeriodicalId":429789,"journal":{"name":"Learning in Graphical Models","volume":"144 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1999-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127509144","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}
Pub Date : 1999-02-01DOI: 10.1007/978-94-011-5014-9_21
Peter J. Smith, J. Whittaker
{"title":"Edge Exclusion Tests for Graphical Gaussian Models","authors":"Peter J. Smith, J. Whittaker","doi":"10.1007/978-94-011-5014-9_21","DOIUrl":"https://doi.org/10.1007/978-94-011-5014-9_21","url":null,"abstract":"","PeriodicalId":429789,"journal":{"name":"Learning in Graphical Models","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1999-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124322744","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}
Pub Date : 1999-02-01DOI: 10.1007/978-94-011-5014-9_23
Christopher K. I. Williams
{"title":"Prediction with Gaussian Processes: From Linear Regression to Linear Prediction and Beyond","authors":"Christopher K. I. Williams","doi":"10.1007/978-94-011-5014-9_23","DOIUrl":"https://doi.org/10.1007/978-94-011-5014-9_23","url":null,"abstract":"","PeriodicalId":429789,"journal":{"name":"Learning in Graphical Models","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1999-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130350655","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}
Pub Date : 1999-02-01DOI: 10.1007/978-94-011-5014-9_6
T. Jaakkola, Michael I. Jordan
{"title":"Improving the Mean Field Approximation Via the Use of Mixture Distributions","authors":"T. Jaakkola, Michael I. Jordan","doi":"10.1007/978-94-011-5014-9_6","DOIUrl":"https://doi.org/10.1007/978-94-011-5014-9_6","url":null,"abstract":"","PeriodicalId":429789,"journal":{"name":"Learning in Graphical Models","volume":"2 2","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1999-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121013169","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}
Pub Date : 1999-02-01DOI: 10.1007/978-94-011-5014-9_3
Uffe Kjærulff
{"title":"Inference in Bayesian Networks Using Nested Junction Trees","authors":"Uffe Kjærulff","doi":"10.1007/978-94-011-5014-9_3","DOIUrl":"https://doi.org/10.1007/978-94-011-5014-9_3","url":null,"abstract":"","PeriodicalId":429789,"journal":{"name":"Learning in Graphical Models","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1999-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127050716","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}
Pub Date : 1999-02-01DOI: 10.1007/978-94-011-5014-9_19
Stefano Monti, G. Cooper
{"title":"Learning Hybrid Bayesian Networks from Data","authors":"Stefano Monti, G. Cooper","doi":"10.1007/978-94-011-5014-9_19","DOIUrl":"https://doi.org/10.1007/978-94-011-5014-9_19","url":null,"abstract":"","PeriodicalId":429789,"journal":{"name":"Learning in Graphical Models","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1999-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122591736","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}
Pub Date : 1999-02-01DOI: 10.1007/978-94-011-5014-9_20
L. Saul, Michael I. Jordan
{"title":"A Mean Field Learning Algorithm for Unsupervised Neural Networks","authors":"L. Saul, Michael I. Jordan","doi":"10.1007/978-94-011-5014-9_20","DOIUrl":"https://doi.org/10.1007/978-94-011-5014-9_20","url":null,"abstract":"","PeriodicalId":429789,"journal":{"name":"Learning in Graphical Models","volume":"130 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1999-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122761896","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}
Pub Date : 1998-03-26DOI: 10.1007/978-94-011-5014-9_22
D. Spiegelhalter, N. Best, W. Gilks, H. Inskip
{"title":"Hepatitis B: A Case Study in MCMC","authors":"D. Spiegelhalter, N. Best, W. Gilks, H. Inskip","doi":"10.1007/978-94-011-5014-9_22","DOIUrl":"https://doi.org/10.1007/978-94-011-5014-9_22","url":null,"abstract":"","PeriodicalId":429789,"journal":{"name":"Learning in Graphical Models","volume":"101 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1998-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133138046","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}
Pub Date : 1998-03-26DOI: 10.1007/978-94-011-5014-9_14
J. Buhmann
{"title":"Stochastic Algorithms for Exploratory Data Analysis: Data Clustering and Data Visualization","authors":"J. Buhmann","doi":"10.1007/978-94-011-5014-9_14","DOIUrl":"https://doi.org/10.1007/978-94-011-5014-9_14","url":null,"abstract":"","PeriodicalId":429789,"journal":{"name":"Learning in Graphical Models","volume":"118 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1998-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125981864","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}
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