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David A Knowles - Publications

Affiliations: 
University of Cambridge, Cambridge, England, United Kingdom 
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6 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2015 Palla K, Knowles DA, Ghahramani Z. Relational Learning and Network Modelling Using Infinite Latent Attribute Models. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 462-74. PMID 26353254 DOI: 10.1109/Tpami.2014.2324586  0.494
2015 Knowles DA, Ghahramani Z. Pitman Yor Diffusion Trees for Bayesian Hierarchical Clustering. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 271-89. PMID 26353241 DOI: 10.1109/Tpami.2014.2313115  0.482
2015 Palla K, Knowles DA, Ghahramani Z. Relational learning and network modelling using infinite latent attribute models Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 462-474. DOI: 10.1109/TPAMI.2014.2324586  0.428
2015 Knowles DA, Ghahramani Z. Pitman yor diffusion trees for bayesian hierarchical clustering Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 271-289. DOI: 10.1109/TPAMI.2014.2313115  0.411
2011 Knowles D, Ghahramani Z. Nonparametric Bayesian sparse factor models with application to gene expression modeling Annals of Applied Statistics. 5: 1534-1552. DOI: 10.1214/10-Aoas435  0.513
2007 Knowles D, Ghahramani Z. Infinite sparse factor analysis and infinite independent components analysis Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4666: 381-388.  0.411
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