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142Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFinale Doshi-Velez, Zoubin Ghahramani: Correlated Non-Parametric Latent Feature Models CoRR abs/1205.2650: (2012)
141Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJacob Steinhardt, Zoubin Ghahramani: Flexible Martingale Priors for Deep Hierarchies. Journal of Machine Learning Research - Proceedings Track 22: 1108-1116 (2012)
140Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJohn Cunningham, Zoubin Ghahramani, Carl Edward Rasmussen: Gaussian Processes for time-marked time-series data. Journal of Machine Learning Research - Proceedings Track 22: 255-263 (2012)
139Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHyun-Chul Kim, Zoubin Ghahramani: Bayesian Classifier Combination. Journal of Machine Learning Research - Proceedings Track 22: 619-627 (2012)
138Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDonglin Niu, Jennifer G. Dy, Zoubin Ghahramani: A Nonparametric Bayesian Model for Multiple Clustering with Overlapping Feature Views. Journal of Machine Learning Research - Proceedings Track 22: 814-822 (2012)
2011
137no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Knowles, Jurgen Van Gael, Zoubin Ghahramani: Message Passing Algorithms for the Dirichlet Diffusion Tree. ICML 2011: 721-728
136Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJoshua T. Abbott, Katherine A. Heller, Zoubin Ghahramani, Tom Griffiths: Testing a Bayesian Measure of Representativeness Using a Large Image Database. NIPS 2011: 2321-2329
135Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Knowles, Zoubin Ghahramani: Pitman-Yor Diffusion Trees. UAI 2011: 410-418
134Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew Gordon Wilson, Zoubin Ghahramani: Generalised Wishart Processes. UAI 2011: 736-744
133Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShakir Mohamed, Katherine A. Heller, Zoubin Ghahramani: Bayesian and L1 Approaches to Sparse Unsupervised Learning CoRR abs/1106.1157: (2011)
132Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNeil Houlsby, Ferenc Huszar, Zoubin Ghahramani, Máté Lengyel: Bayesian Active Learning for Classification and Preference Learning CoRR abs/1112.5745: (2011)
131Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRamin Zabih, Jiri Matas, Zoubin Ghahramani: State of the Journal. IEEE Trans. Pattern Anal. Mach. Intell. 33(1): 1-2 (2011)
130Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRamin Zabih, Zoubin Ghahramani, Sing Bing Kang, Jiri Matas: Editor's Note. IEEE Trans. Pattern Anal. Mach. Intell. 33(5): 865-866 (2011)
129Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRamin Zabih, Zoubin Ghahramani, Sing Bing Kang, Jiri Matas: Editorial. IEEE Trans. Pattern Anal. Mach. Intell. 33(9): 1697-1698 (2011)
128Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas L. Griffiths, Zoubin Ghahramani: The Indian Buffet Process: An Introduction and Review. Journal of Machine Learning Research 12: 1185-1224 (2011)
127Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSimon Lacoste-Julien, Ferenc Huszar, Zoubin Ghahramani: Approximate inference for the loss-calibrated Bayesian. Journal of Machine Learning Research - Proceedings Track 15: 416-424 (2011)
2010
126Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSebastien Bratieres, Jurgen Van Gael, Andreas Vlachos, Zoubin Ghahramani: Scaling the iHMM: Parallelization versus Hadoop. CIT 2010: 1235-1240
125Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCharalampos Rotsos, Jurgen Van Gael, Andrew W. Moore, Zoubin Ghahramani: Probabilistic graphical models for semi-supervised traffic classification. IWCMC 2010: 752-757
124Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRyan Prescott Adams, Zoubin Ghahramani, Michael I. Jordan: Tree-Structured Stick Breaking for Hierarchical Data. NIPS 2010: 19-27
123Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAndrew Gordon Wilson, Zoubin Ghahramani: Copula Processes. NIPS 2010: 2460-2468
122Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristoph Lippert, Zoubin Ghahramani, Karsten M. Borgwardt: Gene function prediction from synthetic lethality networks via ranking on demand. Bioinformatics 26(7): 912-918 (2010)
121Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard S. Savage, Zoubin Ghahramani, Jim E. Griffin, Bernard J. de la Cruz, David L. Wild: Discovering transcriptional modules by Bayesian data integration. Bioinformatics [ISMB] 26(12): 158-167 (2010)
120Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Knowles, Zoubin Ghahramani: Nonparametric Bayesian Sparse Factor Models with application to Gene Expression modelling CoRR abs/1011.6293: (2010)
119Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRamin Zabih, Jiri Matas, Zoubin Ghahramani: Editor's Note. IEEE Trans. Pattern Anal. Mach. Intell. 32(10): 1729 (2010)
118Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRamin Zabih, Jiri Matas, Zoubin Ghahramani: Editor's Note. IEEE Trans. Pattern Anal. Mach. Intell. 32(5): 769 (2010)
117Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRamin Zabih, Jiri Matas, Zoubin Ghahramani: Editor's Note. IEEE Trans. Pattern Anal. Mach. Intell. 32(8): 1345-1346 (2010)
116Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos, Zoubin Ghahramani: Kronecker Graphs: An Approach to Modeling Networks. Journal of Machine Learning Research 11: 985-1042 (2010)
115Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRyan Prescott Adams, Hanna M. Wallach, Zoubin Ghahramani: Learning the Structure of Deep Sparse Graphical Models. Journal of Machine Learning Research - Proceedings Track 9: 1-8 (2010)
114Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSinead Williamson, Peter Orbanz, Zoubin Ghahramani: Dependent Indian Buffet Processes. Journal of Machine Learning Research - Proceedings Track 9: 924-931 (2010)
2009
113Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJurgen Van Gael, Andreas Vlachos, Zoubin Ghahramani: The infinite HMM for unsupervised PoS tagging. EMNLP 2009: 678-687
112Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOliver Stegle, Katherine J. Denby, David L. Wild, Stuart McHattie, Andrew Meade, Zoubin Ghahramani, Karsten M. Borgwardt: Discovering Temporal Patterns of Differential Gene Expression in Microarray Time Series. GCB 2009: 133-142
111Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRyan Prescott Adams, Zoubin Ghahramani: Archipelago: nonparametric Bayesian semi-supervised learning. ICML 2009: 1
110Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFinale Doshi-Velez, Zoubin Ghahramani: Accelerated sampling for the Indian Buffet Process. ICML 2009: 35
109Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFinale Doshi-Velez, David Knowles, Shakir Mohamed, Zoubin Ghahramani: Large Scale Nonparametric Bayesian Inference: Data Parallelisation in the Indian Buffet Process. NIPS 2009: 1294-1302
108Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLOliver Stegle, Katherine J. Denby, David L. Wild, Zoubin Ghahramani, Karsten M. Borgwardt: A Robust Bayesian Two-Sample Test for Detecting Intervals of Differential Gene Expression in Microarray Time Series. RECOMB 2009: 201-216
107Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFinale Doshi-Velez, Zoubin Ghahramani: Correlated Non-Parametric Latent Feature Models. UAI 2009: 143-150
106Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRichard S. Savage, Katherine A. Heller, Yang Xu, Zoubin Ghahramani, William M. Truman, Murray Grant, Katherine J. Denby, David L. Wild: R/BHC: fast Bayesian hierarchical clustering for microarray data. BMC Bioinformatics 10: (2009)
105Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKarsten M. Borgwardt, Zoubin Ghahramani: Bayesian two-sample tests CoRR abs/0906.4032: (2009)
104Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRicardo Silva, Katherine A. Heller, Zoubin Ghahramani, Edoardo M. Airoldi: Ranking Relations using Analogies in Biological and Information Networks CoRR abs/0912.5193: (2009)
103Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRamin Zabih, Zoubin Ghahramani, Jiri Matas: Introduction of New Associate Editors. IEEE Trans. Pattern Anal. Mach. Intell. 31(6): 961-963 (2009)
102Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRamin Zabih, Jiri Matas, Zoubin Ghahramani: Introduction of New Associate Editors. IEEE Trans. Pattern Anal. Mach. Intell. 31(8): 1345-1346 (2009)
101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarl Edward Rasmussen, Bernard J. de la Cruz, Zoubin Ghahramani, David L. Wild: Modeling and Visualizing Uncertainty in Gene Expression Clusters Using Dirichlet Process Mixtures. IEEE/ACM Trans. Comput. Biology Bioinform. 6(4): 615-628 (2009)
100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRicardo Silva, Zoubin Ghahramani: The Hidden Life of Latent Variables: Bayesian Learning with Mixed Graph Models. Journal of Machine Learning Research 10: 1187-1238 (2009)
99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrederik Eaton, Zoubin Ghahramani: Choosing a Variable to Clamp. Journal of Machine Learning Research - Proceedings Track 5: 145-152 (2009)
98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristoph Lippert, Oliver Stegle, Zoubin Ghahramani, Karsten M. Borgwardt: A kernel method for unsupervised structured network inference. Journal of Machine Learning Research - Proceedings Track 5: 368-375 (2009)
97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRicardo Silva, Zoubin Ghahramani: Factorial Mixture of Gaussians and the Marginal Independence Model. Journal of Machine Learning Research - Proceedings Track 5: 520-527 (2009)
96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas S. Stepleton, Zoubin Ghahramani, Geoffrey J. Gordon, Tai Sing Lee: The Block Diagonal Infinite Hidden Markov Model. Journal of Machine Learning Research - Proceedings Track 5: 552-559 (2009)
95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYang Xu, Katherine A. Heller, Zoubin Ghahramani: Tree-Based Inference for Dirichlet Process Mixtures. Journal of Machine Learning Research - Proceedings Track 5: 623-630 (2009)
94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Chu, Zoubin Ghahramani: Probabilistic Models for Incomplete Multi-dimensional Arrays. Journal of Machine Learning Research - Proceedings Track 5: 89-96 (2009)
2008
93Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani: Bayesian Methods for Artificial Intelligence and Machine Learning. ECAI 2008: 8
92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLChristian Hübler, Hans-Peter Kriegel, Karsten M. Borgwardt, Zoubin Ghahramani: Metropolis Algorithms for Representative Subgraph Sampling. ICDM 2008: 283-292
91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJurgen Van Gael, Yunus Saatci, Yee Whye Teh, Zoubin Ghahramani: Beam sampling for the infinite hidden Markov model. ICML 2008: 1088-1095
90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKatherine A. Heller, Sinead Williamson, Zoubin Ghahramani: Statistical models for partial membership. ICML 2008: 392-399
89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLShakir Mohamed, Katherine A. Heller, Zoubin Ghahramani: Bayesian Exponential Family PCA. NIPS 2008: 1089-1096
88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJurgen Van Gael, Yee Whye Teh, Zoubin Ghahramani: The Infinite Factorial Hidden Markov Model. NIPS 2008: 1697-1704
87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHyun-Chul Kim, Zoubin Ghahramani: Outlier Robust Gaussian Process Classification. SSPR/SPR 2008: 896-905
86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid J. Kriegman, David J. Fleet, Zoubin Ghahramani: Introduction of New Associate Editors. IEEE Trans. Pattern Anal. Mach. Intell. 30(12): 2065-2066 (2008)
85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJaeMo Sung, Zoubin Ghahramani, Sung Yang Bang: Latent-Space Variational Bayes. IEEE Trans. Pattern Anal. Mach. Intell. 30(12): 2236-2242 (2008)
84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid J. Kriegman, David J. Fleet, Zoubin Ghahramani: Editorial-State of the Transactions. IEEE Trans. Pattern Anal. Mach. Intell. 30(2): 193-194 (2008)
83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid J. Kriegman, David J. Fleet, Zoubin Ghahramani: Introduction of New Associate Editors. IEEE Trans. Pattern Anal. Mach. Intell. 30(4): 561 (2008)
82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid J. Kriegman, David J. Fleet, Zoubin Ghahramani: Introduction of New Associate Editors. IEEE Trans. Pattern Anal. Mach. Intell. 30(9): 1505-1506 (2008)
81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJian Zhang, Zoubin Ghahramani, Yiming Yang: Flexible latent variable models for multi-task learning. Machine Learning 73(3): 221-242 (2008)
2007
80no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani: Machine Learning, Proceedings of the Twenty-Fourth International Conference (ICML 2007), Corvallis, Oregon, USA, June 20-24, 2007 ACM 2007
79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid Knowles, Zoubin Ghahramani: Infinite Sparse Factor Analysis and Infinite Independent Components Analysis. ICA 2007: 381-388
78Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRicardo Silva, Wei Chu, Zoubin Ghahramani: Hidden Common Cause Relations in Relational Learning. NIPS 2007
77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKatherine A. Heller, Zoubin Ghahramani: A Nonparametric Bayesian Approach to Modeling Overlapping Clusters. Journal of Machine Learning Research - Proceedings Track 2: 187-194 (2007)
76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRicardo Silva, Katherine A. Heller, Zoubin Ghahramani: Analogical Reasoning with Relational Bayesian Sets. Journal of Machine Learning Research - Proceedings Track 2: 500-507 (2007)
75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdward Snelson, Zoubin Ghahramani: Local and global sparse Gaussian process approximations. Journal of Machine Learning Research - Proceedings Track 2: 524-531 (2007)
74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYee Whye Teh, Dilan Görür, Zoubin Ghahramani: Stick-breaking Construction for the Indian Buffet Process. Journal of Machine Learning Research - Proceedings Track 2: 556-563 (2007)
2006
73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArik Azran, Zoubin Ghahramani: Spectral Methods for Automatic Multiscale Data Clustering. CVPR (1) 2006: 190-197
72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKatherine A. Heller, Zoubin Ghahramani: A Simple Bayesian Framework for Content-Based Image Retrieval. CVPR (2) 2006: 2110-2117
71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLArik Azran, Zoubin Ghahramani: A new approach to data driven clustering. ICML 2006: 57-64
70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHyun-Chul Kim, Daijin Kim, Zoubin Ghahramani, Sung Yang Bang: Gender Classification with Bayesian Kernel Methods. IJCNN 2006: 3371-3376
69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Chu, Vikas Sindhwani, Zoubin Ghahramani, S. Sathiya Keerthi: Relational Learning with Gaussian Processes. NIPS 2006: 289-296
68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdward Meeds, Zoubin Ghahramani, Radford M. Neal, Sam T. Roweis: Modeling Dyadic Data with Binary Latent Factors. NIPS 2006: 977-984
67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Chu, Zoubin Ghahramani, Roland Krause, David L. Wild: Identifying Protein Complexes in High-Throughput Protein Interaction Screens Using an Infinite Latent Feature Model. Pacific Symposium on Biocomputing 2006: 231-242
66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLFrank Wood, Thomas L. Griffiths, Zoubin Ghahramani: A Non-Parametric Bayesian Method for Inferring Hidden Causes. UAI 2006
65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRicardo Silva, Zoubin Ghahramani: Bayesian Inference for Gaussian Mixed Graph Models. UAI 2006
64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIain Murray, Zoubin Ghahramani, David J. C. MacKay: MCMC for Doubly-intractable Distributions. UAI 2006
63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdward Snelson, Zoubin Ghahramani: Variable Noise and Dimensionality Reduction for Sparse Gaussian processes. UAI 2006
62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHyun-Chul Kim, Zoubin Ghahramani: Bayesian Gaussian Process Classification with the EM-EP Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 28(12): 1948-1959 (2006)
61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Chu, Zoubin Ghahramani, Alexei A. Podtelezhnikov, David L. Wild: Bayesian Segmental Models with Multiple Sequence Alignment Profiles for Protein Secondary Structure and Contact Map Prediction. IEEE/ACM Trans. Comput. Biology Bioinform. 3(2): 98-113 (2006)
60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLHyun-Chul Kim, Daijin Kim, Zoubin Ghahramani, Sung Yang Bang: Appearance-based gender classification with Gaussian processes. Pattern Recognition Letters 27(6): 618-626 (2006)
2005
59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJaeMo Sung, Sung Yang Bang, Seungjin Choi, Zoubin Ghahramani: U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models. ECML 2005: 377-388
58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Chu, Zoubin Ghahramani: Preference learning with Gaussian processes. ICML 2005: 137-144
57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLKatherine A. Heller, Zoubin Ghahramani: Bayesian hierarchical clustering. ICML 2005: 297-304
56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdward Snelson, Zoubin Ghahramani: Compact approximations to Bayesian predictive distributions. ICML 2005: 840-847
55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani, Katherine A. Heller: Bayesian Sets. NIPS 2005
54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLTom Griffiths, Zoubin Ghahramani: Infinite latent feature models and the Indian buffet process. NIPS 2005
53Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJian Zhang, Zoubin Ghahramani, Yiming Yang: Learning Multiple Related Tasks using Latent Independent Component Analysis. NIPS 2005
52Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIain Murray, David J. C. MacKay, Zoubin Ghahramani, John Skilling: Nested sampling for Potts models. NIPS 2005
51Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdward Snelson, Zoubin Ghahramani: Sparse Gaussian Processes using Pseudo-inputs. NIPS 2005
50Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Chu, Zoubin Ghahramani, Francesco Falciani, David L. Wild: Biomarker discovery in microarray gene expression data with Gaussian processes. Bioinformatics 21(16): 3385-3393 (2005)
49Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMatthew J. Beal, Francesco Falciani, Zoubin Ghahramani, Claudia Rangel, David L. Wild: A Bayesian approach to reconstructing genetic regulatory networks with hidden factors. Bioinformatics 21(3): 349-356 (2005)
48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Chu, Zoubin Ghahramani: Gaussian Processes for Ordinal Regression. Journal of Machine Learning Research 6: 1019-1041 (2005)
2004
47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Chu, Zoubin Ghahramani, David L. Wild: Protein secondary structure prediction using sigmoid belief networks to parameterize segmental semi-Markov models. ESANN 2004: 81-86
46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLWei Chu, Zoubin Ghahramani, David L. Wild: A graphical model for protein secondary structure prediction. ICML 2004
45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLYuan (Alan) Qi, Thomas P. Minka, Rosalind W. Picard, Zoubin Ghahramani: Predictive automatic relevance determination by expectation propagation. ICML 2004
44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLJian Zhang, Zoubin Ghahramani, Yiming Yang: A Probabilistic Model for Online Document Clustering with Application to Novelty Detection. NIPS 2004
43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaojin Zhu, Jaz S. Kandola, Zoubin Ghahramani, John D. Lafferty: Nonparametric Transforms of Graph Kernels for Semi-Supervised Learning. NIPS 2004
42Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLPhilip E. Bourne, C. K. J. Allerston, Werner G. Krebs, Wilfred W. Li, Ilya N. Shindyalov, Adam Godzik, Iddo Friedberg, Tong Liu, David L. Wild, Seungwoo Hwang, Zoubin Ghahramani, Li Chen, John D. Westbrook: The Status of Structural Genomics Defined Through the Analysis of Current Targets and Structures. Pacific Symposium on Biocomputing 2004: 375-386
41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLAnanya Dubey, Seungwoo Hwang, Claudia Rangel, Carl Edward Rasmussen, Zoubin Ghahramani, David L. Wild: Clustering Protein Sequence and Structure Space with Infinite Gaussian Mixture Models. Pacific Symposium on Biocomputing 2004: 399-410
40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLIain Murray, Zoubin Ghahramani: Bayesian Learning in Undirected Graphical Models: Approximate MCMC Algorithms. UAI 2004: 392-399
39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLClaudia Rangel, John Angus, Zoubin Ghahramani, Maria Lioumi, Elizabeth Sotheran, Alessia Gaiba, David L. Wild, Francesco Falciani: Modeling T-cell activation using gene expression profiling and state-space models. Bioinformatics 20(9): 1361-1372 (2004)
38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSebastian Thrun, Yufeng Liu, Daphne Koller, Andrew Y. Ng, Zoubin Ghahramani, Hugh F. Durrant-Whyte: Simultaneous Localization and Mapping with Sparse Extended Information Filters. I. J. Robotic Res. 23(7-8): 693-716 (2004)
2003
37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani: Unsupervised Learning. Advanced Lectures on Machine Learning 2003: 72-112
36no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRuslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahramani: Optimization with EM and Expectation-Conjugate-Gradient. ICML 2003: 672-679
35no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLXiaojin Zhu, Zoubin Ghahramani, John D. Lafferty: Semi-Supervised Learning Using Gaussian Fields and Harmonic Functions. ICML 2003: 912-919
34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLEdward Snelson, Carl Edward Rasmussen, Zoubin Ghahramani: Warped Gaussian Processes. NIPS 2003
33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRuslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahramani: On the Convergence of Bound Optimization Algorithms. UAI 2003: 509-516
2002
32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarl Edward Rasmussen, Zoubin Ghahramani: Bayesian Monte Carlo. NIPS 2002: 489-496
31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLRong Jin, Zoubin Ghahramani: Learning with Multiple Labels. NIPS 2002: 897-904
30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLA. Raval, Zoubin Ghahramani, David L. Wild: A Bayesian network model for protein fold and remote homologue recognition. Bioinformatics 18(6): 788-801 (2002)
29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaonori Ueda, Zoubin Ghahramani: Bayesian model search for mixture models based on optimizing variational bounds. Neural Networks 15(10): 1223-1241 (2002)
2001
28no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLThomas G. Dietterich, Suzanna Becker, Zoubin Ghahramani: Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, NIPS 2001, December 3-8, 2001, Vancouver, British Columbia, Canada] MIT Press 2001
27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMatthew J. Beal, Zoubin Ghahramani, Carl Edward Rasmussen: The Infinite Hidden Markov Model. NIPS 2001: 577-584
26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarl Edward Rasmussen, Zoubin Ghahramani: Infinite Mixtures of Gaussian Process Experts. NIPS 2001: 881-888
25no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani: An Introduction to Hidden Markov Models and Bayesian Networks. IJPRAI 15(1): 9-42 (2001)
2000
24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNicholas J. Adams, Amos J. Storkey, Christopher K. I. Williams, Zoubin Ghahramani: MFDTs: Mean Field Dynamic Trees. ICPR 2000: 3151-3154
23no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLCarl Edward Rasmussen, Zoubin Ghahramani: Occam's Razor. NIPS 2000: 294-300
22no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani, Matthew J. Beal: Propagation Algorithms for Variational Bayesian Learning. NIPS 2000: 507-513
21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani, Geoffrey E. Hinton: Variational Learning for Switching State-Space Models. Neural Computation 12(4): 831-864 (2000)
20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaonori Ueda, Ryohei Nakano, Zoubin Ghahramani, Geoffrey E. Hinton: SMEM Algorithm for Mixture Models. Neural Computation 12(9): 2109-2128 (2000)
19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaonori Ueda, Ryohei Nakano, Zoubin Ghahramani, Geoffrey E. Hinton: Split and Merge EM Algorithm for Improving Gaussian Mixture Density Estimates. VLSI Signal Processing 26(1-2): 133-140 (2000)
1999
18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani, Matthew J. Beal: Variational Inference for Bayesian Mixtures of Factor Analysers. NIPS 1999: 449-455
17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLGeoffrey E. Hinton, Zoubin Ghahramani, Yee Whye Teh: Learning to Parse Images. NIPS 1999: 463-469
16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael I. Jordan, Zoubin Ghahramani, Tommi Jaakkola, Lawrence K. Saul: An Introduction to Variational Methods for Graphical Models. Machine Learning 37(2): 183-233 (1999)
15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLSam T. Roweis, Zoubin Ghahramani: A Unifying Review of Linear Gaussian Models. Neural Computation 11(2): 305-345 (1999)
1998
14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani, Sam T. Roweis: Learning Nonlinear Dynamical Systems Using an EM Algorithm. NIPS 1998: 431-437
13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLNaonori Ueda, Ryohei Nakano, Zoubin Ghahramani, Geoffrey E. Hinton: SMEM Algorithm for Mixture Models. NIPS 1998: 599-605
1997
12no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani, Geoffrey E. Hinton: Hierarchical Non-linear Factor Analysis and Topographic Maps. NIPS 1997
11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani: Learning Dynamic Bayesian Networks. Summer School on Neural Networks 1997: 168-197
10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani, Michael I. Jordan: Factorial Hidden Markov Models. Machine Learning 29(2-3): 245-273 (1997)
1996
9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLMichael I. Jordan, Zoubin Ghahramani, Lawrence K. Saul: Hidden Markov Decision Trees. NIPS 1996: 501-507
8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid A. Cohn, Zoubin Ghahramani, Michael I. Jordan: Active Learning with Statistical Models CoRR cs.AI/9603104: (1996)
7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid A. Cohn, Zoubin Ghahramani, Michael I. Jordan: Active Learning with Statistical Models. J. Artif. Intell. Res. (JAIR) 4: 129-145 (1996)
1995
6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani, Michael I. Jordan: Factorial Hidden Markov Models. NIPS 1995: 472-478
1994
5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani, Daniel M. Wolpert, Michael I. Jordan: Computational Structure of coordinate transformations: A generalization study. NIPS 1994: 1125-1132
4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDaniel M. Wolpert, Zoubin Ghahramani, Michael I. Jordan: Forward dynamic models in human motor control: Psychophysical evidence. NIPS 1994: 43-50
3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani: Factorial Learning and the EM Algorithm. NIPS 1994: 617-624
2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLDavid A. Cohn, Zoubin Ghahramani, Michael I. Jordan: Active Learning with Statistical Models. NIPS 1994: 705-712
1993
1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XMLZoubin Ghahramani, Michael I. Jordan: Supervised learning from incomplete data via an EM approach. NIPS 1993: 120-127

Coauthor Index

1Joshua T. Abbott [136]
2Nicholas J. Adams [24]
3Ryan Prescott Adams [111] [115] [124]
4Edoardo Airoldi (Edoardo M. Airoldi, Edo Airoldi) [104]
5C. K. J. Allerston [42]
6John Angus [39]
7Arik Azran [71] [73]
8Sung Yang Bang [59] [60] [70] [85]
9Matthew J. Beal [18] [22] [27] [49]
10Suzanna Becker [28]
11Karsten M. Borgwardt [92] [98] [105] [108] [112] [122]
12Philip E. Bourne [42]
13Sebastien Bratieres [126]
14Deepayan Chakrabarti [116]
15Li Chen [42]
16Seungjin Choi [59]
17Wei Chu [46] [47] [48] [50] [58] [61] [67] [69] [78] [94]
18David A. Cohn [2] [7] [8]
19Bernard J. de la Cruz [101] [121]
20John Cunningham [140]
21Katherine J. Denby [106] [108] [112]
22Thomas G. Dietterich [28]
23Finale Doshi-Velez (Finale Doshi) [107] [109] [110] [142]
24Ananya Dubey [41]
25Hugh F. Durrant-Whyte [38]
26Jennifer G. Dy [138]
27Frederik Eaton [99]
28Francesco Falciani [39] [49] [50]
29Christos Faloutsos [116]
30David J. Fleet [82] [83] [84] [86]
31Iddo Friedberg [42]
32Jurgen Van Gael [88] [91] [113] [125] [126] [137]
33Alessia Gaiba [39]
34Adam Godzik [42]
35Geoffrey J. Gordon [96]
36Dilan Görür [74]
37Murray Grant [106]
38Jim E. Griffin [121]
39Thomas L. Griffiths [66] [128]
40Tom Griffiths [54] [136]
41Katherine A. Heller [55] [57] [72] [76] [77] [89] [90] [95] [104] [106] [133] [136]
42Geoffrey E. Hinton [12] [13] [17] [19] [20] [21]
43Neil Houlsby [132]
44Christian Hübler [92]
45Ferenc Huszar [127] [132]
46Seungwoo Hwang [41] [42]
47Tommi Jaakkola [16]
48Rong Jin [31]
49Michael I. Jordan [1] [2] [4] [5] [6] [7] [8] [9] [10] [16] [124]
50Jaz S. Kandola [43]
51Sing Bing Kang [129] [130]
52S. Sathiya Keerthi (Sathiya Keerthi Selvaraj) [69]
53Daijin Kim [60] [70]
54Hyun-Chul Kim [60] [62] [70] [87] [139]
55Jon M. Kleinberg [116]
56David Knowles [79] [109] [120] [135] [137]
57Daphne Koller [38]
58Roland Krause [67]
59Werner G. Krebs [42]
60Hans-Peter Kriegel [92]
61David J. Kriegman [82] [83] [84] [86]
62Simon Lacoste-Julien [127]
63John D. Lafferty [35] [43]
64Tai Sing Lee [96]
65Máté Lengyel [132]
66Jure Leskovec [116]
67Wilfred W. Li [42]
68Maria Lioumi [39]
69Christoph Lippert [98] [122]
70Tong Liu [42]
71Yufeng Liu [38]
72David J. C. MacKay [52] [64]
73Jiri Matas [102] [103] [117] [118] [119] [129] [130] [131]
74Stuart McHattie [112]
75Andrew Meade [112]
76Edward Meeds [68]
77Thomas P. Minka (Tom Minka) [45]
78Shakir Mohamed [89] [109] [133]
79Andrew W. Moore [125]
80Iain Murray [40] [52] [64]
81Ryohei Nakano [13] [19] [20]
82Radford M. Neal [68]
83Andrew Y. Ng [38]
84Donglin Niu [138]
85Peter Orbanz [114]
86Rosalind W. Picard [45]
87Alexei A. Podtelezhnikov [61]
88Yuan (Alan) Qi [45]
89Claudia Rangel [39] [41] [49]
90Carl Edward Rasmussen [23] [26] [27] [32] [34] [41] [101] [140]
91A. Raval [30]
92Charalampos Rotsos [125]
93Sam T. Roweis [14] [15] [33] [36] [68]
94Yunus Saatci [91]
95Ruslan Salakhutdinov [33] [36]
96Lawrence K. Saul [9] [16]
97Richard S. Savage [106] [121]
98Ilya N. Shindyalov [42]
99Ricardo Silva [65] [76] [78] [97] [100] [104]
100Vikas Sindhwani [69]
101John Skilling [52]
102Edward Snelson [34] [51] [56] [63] [75]
103Elizabeth Sotheran [39]
104Oliver Stegle [98] [108] [112]
105Jacob Steinhardt [141]
106Thomas S. Stepleton [96]
107Amos J. Storkey [24]
108JaeMo Sung [59] [85]
109Yee Whye Teh [17] [74] [88] [91]
110Sebastian Thrun [38]
111William M. Truman [106]
112Naonori Ueda [13] [19] [20] [29]
113Andreas Vlachos [113] [126]
114Hanna M. Wallach [115]
115John D. Westbrook [42]
116David L. Wild [30] [39] [41] [42] [46] [47] [49] [50] [61] [67] [101] [106] [108] [112] [121]
117Christopher K. I. Williams [24]
118Sinead Williamson [90] [114]
119Andrew Gordon Wilson [123] [134]
120Daniel M. Wolpert [4] [5]
121Frank Wood [66]
122Yang Xu [95] [106]
123Yiming Yang [44] [53] [81]
124Ramin Zabih [102] [103] [117] [118] [119] [129] [130] [131]
125Jian Zhang [44] [53] [81]
126Xiaojin Zhu (Xiaojin (Jerry) Zhu) [35] [43]

Colors in the list of coauthors

Last update Fri Jun 1 15:44:53 2012 CET by the DBLP TeamThis material is Open Data Data released under the ODC-BY 1.0 license — See also our legal information page