{"title":"Deterministic and Statistical Methods in Machine Learning, First International Workshop, Sheffield, UK, September 7-10, 2004, Revised Lectures","authors":"J. Winkler, M. Niranjan, Neil D. Lawrence","doi":"10.1007/11559887","DOIUrl":"https://doi.org/10.1007/11559887","url":null,"abstract":"","PeriodicalId":337701,"journal":{"name":"Deterministic and Statistical Methods in Machine Learning","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2005-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121408617","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}
Neil D. Lawrence, John C. Platt, Michael I. Jordan
{"title":"Extensions of the Informative Vector Machine","authors":"Neil D. Lawrence, John C. Platt, Michael I. Jordan","doi":"10.1007/11559887_4","DOIUrl":"https://doi.org/10.1007/11559887_4","url":null,"abstract":"","PeriodicalId":337701,"journal":{"name":"Deterministic and Statistical Methods in Machine Learning","volume":"291 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133795510","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}
{"title":"Understanding Gaussian Process Regression Using the Equivalent Kernel","authors":"Peter Sollich, Christopher K. I. Williams","doi":"10.1007/11559887_13","DOIUrl":"https://doi.org/10.1007/11559887_13","url":null,"abstract":"","PeriodicalId":337701,"journal":{"name":"Deterministic and Statistical Methods in Machine Learning","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131531155","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}
{"title":"Variational Bayes Estimation of Mixing Coefficients","authors":"Bo Wang, D. Titterington","doi":"10.1007/11559887_17","DOIUrl":"https://doi.org/10.1007/11559887_17","url":null,"abstract":"","PeriodicalId":337701,"journal":{"name":"Deterministic and Statistical Methods in Machine Learning","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128134530","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}
Yi Sun, M. Robinson, R. Adams, P. Kaye, Alistair G. Rust, N. Davey
{"title":"Integrating Binding Site Predictions Using Non-linear Classification Methods","authors":"Yi Sun, M. Robinson, R. Adams, P. Kaye, Alistair G. Rust, N. Davey","doi":"10.1007/11559887_14","DOIUrl":"https://doi.org/10.1007/11559887_14","url":null,"abstract":"","PeriodicalId":337701,"journal":{"name":"Deterministic and Statistical Methods in Machine Learning","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122648009","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}
{"title":"Bayesian Kernel Learning Methods for Parametric Accelerated Life Survival Analysis","authors":"G. Cawley, N. L. C. Talbot, G. Janacek, M. Peck","doi":"10.1007/11559887_3","DOIUrl":"https://doi.org/10.1007/11559887_3","url":null,"abstract":"","PeriodicalId":337701,"journal":{"name":"Deterministic and Statistical Methods in Machine Learning","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130407964","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}
{"title":"Redundant Bit Vectors for Quickly Searching High-Dimensional Regions","authors":"J. Goldstein, John C. Platt, C. Burges","doi":"10.1007/11559887_9","DOIUrl":"https://doi.org/10.1007/11559887_9","url":null,"abstract":"","PeriodicalId":337701,"journal":{"name":"Deterministic and Statistical Methods in Machine Learning","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115725780","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}
{"title":"Can Gaussian Process Regression Be Made Robust Against Model Mismatch?","authors":"Peter Sollich","doi":"10.1007/11559887_12","DOIUrl":"https://doi.org/10.1007/11559887_12","url":null,"abstract":"","PeriodicalId":337701,"journal":{"name":"Deterministic and Statistical Methods in Machine Learning","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129886682","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}
{"title":"Multi Channel Sequence Processing","authors":"Samy Bengio, H. Bourlard","doi":"10.1007/11559887_2","DOIUrl":"https://doi.org/10.1007/11559887_2","url":null,"abstract":"","PeriodicalId":337701,"journal":{"name":"Deterministic and Statistical Methods in Machine Learning","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123744959","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}
{"title":"Appropriate Kernel Functions for Support Vector Machine Learning with Sequences of Symbolic Data","authors":"B. Vanschoenwinkel, B. Manderick","doi":"10.1007/11559887_16","DOIUrl":"https://doi.org/10.1007/11559887_16","url":null,"abstract":"","PeriodicalId":337701,"journal":{"name":"Deterministic and Statistical Methods in Machine Learning","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2004-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128253134","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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