| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Jacob Steinhardt, Zoubin Ghahramani |
Flexible Martingale Priors for Deep Hierarchies.  |
Journal of Machine Learning Research - Proceedings Track  |
2012 |
DBLP BibTeX RDF |
|
| 1 | Hyun-Chul Kim, Zoubin Ghahramani |
Bayesian Classifier Combination. |
Journal of Machine Learning Research - Proceedings Track |
2012 |
DBLP BibTeX RDF |
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| 1 | Donglin Niu, Jennifer G. Dy, Zoubin Ghahramani |
A Nonparametric Bayesian Model for Multiple Clustering with Overlapping Feature Views. |
Journal of Machine Learning Research - Proceedings Track |
2012 |
DBLP BibTeX RDF |
|
| 1 | John Cunningham, Zoubin Ghahramani, Carl Edward Rasmussen |
Gaussian Processes for time-marked time-series data. |
Journal of Machine Learning Research - Proceedings Track |
2012 |
DBLP BibTeX RDF |
|
| 1 | Ramin Zabih, Zoubin Ghahramani, Sing Bing Kang, Jiri Matas |
Editorial. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ramin Zabih, Zoubin Ghahramani, Sing Bing Kang, Jiri Matas |
Editor's Note. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Ramin Zabih, Jiri Matas, Zoubin Ghahramani |
State of the Journal. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Thomas L. Griffiths, Zoubin Ghahramani |
The Indian Buffet Process: An Introduction and Review. |
Journal of Machine Learning Research |
2011 |
DBLP BibTeX RDF |
|
| 1 | Simon Lacoste-Julien, Ferenc Huszar, Zoubin Ghahramani |
Approximate inference for the loss-calibrated Bayesian. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Neil Houlsby, Ferenc Huszar, Zoubin Ghahramani, Máté Lengyel |
Bayesian Active Learning for Classification and Preference Learning |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Shakir Mohamed, Katherine A. Heller, Zoubin Ghahramani |
Bayesian and L1 Approaches to Sparse Unsupervised Learning |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | David Knowles, Jurgen Van Gael, Zoubin Ghahramani |
Message Passing Algorithms for the Dirichlet Diffusion Tree. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Andrew Gordon Wilson, Zoubin Ghahramani |
Generalised Wishart Processes. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | David Knowles, Zoubin Ghahramani |
Pitman-Yor Diffusion Trees. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Joshua T. Abbott, Katherine A. Heller, Zoubin Ghahramani, Tom Griffiths |
Testing a Bayesian Measure of Representativeness Using a Large Image Database. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ramin Zabih, Jiri Matas, Zoubin Ghahramani |
Editor's Note. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ramin Zabih, Jiri Matas, Zoubin Ghahramani |
Editor's Note. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ramin Zabih, Jiri Matas, Zoubin Ghahramani |
Editor's Note. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Richard S. Savage, Zoubin Ghahramani, Jim E. Griffin, Bernard J. de la Cruz, David L. Wild |
Discovering transcriptional modules by Bayesian data integration. |
Bioinformatics [ISMB] |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Christoph Lippert, Zoubin Ghahramani, Karsten M. Borgwardt |
Gene function prediction from synthetic lethality networks via ranking on demand. |
Bioinformatics |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ryan Prescott Adams, Hanna M. Wallach, Zoubin Ghahramani |
Learning the Structure of Deep Sparse Graphical Models. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Sinead Williamson, Peter Orbanz, Zoubin Ghahramani |
Dependent Indian Buffet Processes. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
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| 1 | Jure Leskovec, Deepayan Chakrabarti, Jon M. Kleinberg, Christos Faloutsos, Zoubin Ghahramani |
Kronecker Graphs: An Approach to Modeling Networks. |
Journal of Machine Learning Research |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | David Knowles, Zoubin Ghahramani |
Nonparametric Bayesian Sparse Factor Models with application to Gene Expression modelling |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Charalampos Rotsos, Jurgen Van Gael, Andrew W. Moore, Zoubin Ghahramani |
Probabilistic graphical models for semi-supervised traffic classification. |
IWCMC |
2010 |
DBLP DOI BibTeX RDF |
semi-supervised learning, traffic classification, probabilistic graphical models |
| 1 | Sebastien Bratieres, Jurgen Van Gael, Andreas Vlachos, Zoubin Ghahramani |
Scaling the iHMM: Parallelization versus Hadoop. |
CIT |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrew Gordon Wilson, Zoubin Ghahramani |
Copula Processes. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Ryan Prescott Adams, Zoubin Ghahramani, Michael I. Jordan |
Tree-Structured Stick Breaking for Hierarchical Data. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Richard 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 |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ramin Zabih, Jiri Matas, Zoubin Ghahramani |
Introduction of New Associate Editors. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ramin Zabih, Zoubin Ghahramani, Jiri Matas |
Introduction of New Associate Editors. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ricardo Silva, Zoubin Ghahramani |
The Hidden Life of Latent Variables: Bayesian Learning with Mixed Graph Models. |
Journal of Machine Learning Research |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Christoph Lippert, Oliver Stegle, Zoubin Ghahramani, Karsten M. Borgwardt |
A kernel method for unsupervised structured network inference. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Yang Xu, Katherine A. Heller, Zoubin Ghahramani |
Tree-Based Inference for Dirichlet Process Mixtures. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Wei Chu, Zoubin Ghahramani |
Probabilistic Models for Incomplete Multi-dimensional Arrays. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Thomas S. Stepleton, Zoubin Ghahramani, Geoffrey J. Gordon, Tai Sing Lee |
The Block Diagonal Infinite Hidden Markov Model. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Frederik Eaton, Zoubin Ghahramani |
Choosing a Variable to Clamp. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Ricardo Silva, Zoubin Ghahramani |
Factorial Mixture of Gaussians and the Marginal Independence Model. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Karsten M. Borgwardt, Zoubin Ghahramani |
Bayesian two-sample tests |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Ricardo Silva, Katherine A. Heller, Zoubin Ghahramani, Edoardo M. Airoldi |
Ranking Relations using Analogies in Biological and Information Networks |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Carl 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. |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Jurgen Van Gael, Andreas Vlachos, Zoubin Ghahramani |
The infinite HMM for unsupervised PoS tagging. |
EMNLP |
2009 |
DBLP BibTeX RDF |
|
| 1 | Finale Doshi-Velez, Zoubin Ghahramani |
Accelerated sampling for the Indian Buffet Process. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Ryan Prescott Adams, Zoubin Ghahramani |
Archipelago: nonparametric Bayesian semi-supervised learning. |
ICML |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Finale Doshi-Velez, Zoubin Ghahramani |
Correlated Non-Parametric Latent Feature Models. |
UAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Oliver 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 |
DBLP BibTeX RDF |
|
| 1 | Oliver 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Finale Doshi-Velez, David Knowles, Shakir Mohamed, Zoubin Ghahramani |
Large Scale Nonparametric Bayesian Inference: Data Parallelisation in the Indian Buffet Process. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | David J. Kriegman, David J. Fleet, Zoubin Ghahramani |
Introduction of New Associate Editors. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | JaeMo Sung, Zoubin Ghahramani, Sung Yang Bang |
Latent-Space Variational Bayes. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Kriegman, David J. Fleet, Zoubin Ghahramani |
Editorial-State of the Transactions. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Kriegman, David J. Fleet, Zoubin Ghahramani |
Introduction of New Associate Editors. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | David J. Kriegman, David J. Fleet, Zoubin Ghahramani |
Introduction of New Associate Editors. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jian Zhang 0003, Zoubin Ghahramani, Yiming Yang |
Flexible latent variable models for multi-task learning. |
Machine Learning |
2008 |
DBLP DOI BibTeX RDF |
Model selection, Transfer learning, Multi-task learning, Latent variable models, Hierarchical Bayesian models |
| 1 | Christian Hübler, Hans-Peter Kriegel, Karsten M. Borgwardt, Zoubin Ghahramani |
Metropolis Algorithms for Representative Subgraph Sampling. |
ICDM |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Zoubin Ghahramani |
Bayesian Methods for Artificial Intelligence and Machine Learning. |
ECAI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Hyun-Chul Kim, Zoubin Ghahramani |
Outlier Robust Gaussian Process Classification. |
SSPR/SPR |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Katherine A. Heller, Sinead Williamson, Zoubin Ghahramani |
Statistical models for partial membership. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jurgen Van Gael, Yunus Saatci, Yee Whye Teh, Zoubin Ghahramani |
Beam sampling for the infinite hidden Markov model. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jurgen Van Gael, Yee Whye Teh, Zoubin Ghahramani |
The Infinite Factorial Hidden Markov Model. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Shakir Mohamed, Katherine A. Heller, Zoubin Ghahramani |
Bayesian Exponential Family PCA. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Katherine A. Heller, Zoubin Ghahramani |
A Nonparametric Bayesian Approach to Modeling Overlapping Clusters. |
Journal of Machine Learning Research - Proceedings Track |
2007 |
DBLP BibTeX RDF |
|
| 1 | Edward Snelson, Zoubin Ghahramani |
Local and global sparse Gaussian process approximations. |
Journal of Machine Learning Research - Proceedings Track |
2007 |
DBLP BibTeX RDF |
|
| 1 | Yee Whye Teh, Dilan Görür, Zoubin Ghahramani |
Stick-breaking Construction for the Indian Buffet Process. |
Journal of Machine Learning Research - Proceedings Track |
2007 |
DBLP BibTeX RDF |
|
| 1 | Ricardo Silva, Katherine A. Heller, Zoubin Ghahramani |
Analogical Reasoning with Relational Bayesian Sets. |
Journal of Machine Learning Research - Proceedings Track |
2007 |
DBLP BibTeX RDF |
|
| 1 | David Knowles, Zoubin Ghahramani |
Infinite Sparse Factor Analysis and Infinite Independent Components Analysis. |
ICA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Zoubin Ghahramani (eds.) |
Machine Learning, Proceedings of the Twenty-Fourth International Conference (ICML 2007), Corvallis, Oregon, USA, June 20-24, 2007 |
ICML |
2007 |
DBLP BibTeX RDF |
|
| 1 | Ricardo Silva, Wei Chu, Zoubin Ghahramani |
Hidden Common Cause Relations in Relational Learning. |
NIPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Hyun-Chul Kim, Zoubin Ghahramani |
Bayesian Gaussian Process Classification with the EM-EP Algorithm. |
IEEE Trans. Pattern Anal. Mach. Intell. |
2006 |
DBLP DOI BibTeX RDF |
Gaussian process classification, expectation propagation, EM-EP algorithm, kernel methods, Bayesian methods |
| 1 | Wei 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. |
2006 |
DBLP DOI BibTeX RDF |
Bayesian segmental semi-Markov models, multiple sequence alignment profiles, generative models, parametric models, protein secondary structure, contact maps |
| 1 | Hyun-Chul Kim, Daijin Kim, Zoubin Ghahramani, Sung Yang Bang |
Appearance-based gender classification with Gaussian processes. |
Pattern Recognition Letters |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Wei 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 |
DBLP BibTeX RDF |
|
| 1 | Arik Azran, Zoubin Ghahramani |
A new approach to data driven clustering. |
ICML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Arik Azran, Zoubin Ghahramani |
Spectral Methods for Automatic Multiscale Data Clustering. |
CVPR |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Katherine A. Heller, Zoubin Ghahramani |
A Simple Bayesian Framework for Content-Based Image Retrieval. |
CVPR |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Frank Wood, Thomas L. Griffiths, Zoubin Ghahramani |
A Non-Parametric Bayesian Method for Inferring Hidden Causes. |
UAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Edward Snelson, Zoubin Ghahramani |
Variable Noise and Dimensionality Reduction for Sparse Gaussian processes. |
UAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Iain Murray, Zoubin Ghahramani, David J. C. MacKay |
MCMC for Doubly-intractable Distributions. |
UAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Ricardo Silva, Zoubin Ghahramani |
Bayesian Inference for Gaussian Mixed Graph Models. |
UAI |
2006 |
DBLP BibTeX RDF |
|
| 1 | Hyun-Chul Kim, Daijin Kim, Zoubin Ghahramani, Sung Yang Bang |
Gender Classification with Bayesian Kernel Methods. |
IJCNN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Edward Meeds, Zoubin Ghahramani, Radford M. Neal, Sam T. Roweis |
Modeling Dyadic Data with Binary Latent Factors. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Wei Chu, Vikas Sindhwani, Zoubin Ghahramani, S. Sathiya Keerthi |
Relational Learning with Gaussian Processes. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Matthew J. Beal, Francesco Falciani, Zoubin Ghahramani, Claudia Rangel, David L. Wild |
A Bayesian approach to reconstructing genetic regulatory networks with hidden factors. |
Bioinformatics |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Wei Chu, Zoubin Ghahramani, Francesco Falciani, David L. Wild |
Biomarker discovery in microarray gene expression data with Gaussian processes. |
Bioinformatics |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Wei Chu, Zoubin Ghahramani |
Gaussian Processes for Ordinal Regression. |
Journal of Machine Learning Research |
2005 |
DBLP BibTeX RDF |
|
| 1 | JaeMo Sung, Sung Yang Bang, Seungjin Choi, Zoubin Ghahramani |
U-Likelihood and U-Updating Algorithms: Statistical Inference in Latent Variable Models. |
ECML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Edward Snelson, Zoubin Ghahramani |
Compact approximations to Bayesian predictive distributions. |
ICML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Katherine A. Heller, Zoubin Ghahramani |
Bayesian hierarchical clustering. |
ICML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Wei Chu, Zoubin Ghahramani |
Preference learning with Gaussian processes. |
ICML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Edward Snelson, Zoubin Ghahramani |
Sparse Gaussian Processes using Pseudo-inputs. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Iain Murray, David J. C. MacKay, Zoubin Ghahramani, John Skilling |
Nested sampling for Potts models. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Tom Griffiths, Zoubin Ghahramani |
Infinite latent feature models and the Indian buffet process. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Jian Zhang 0003, Zoubin Ghahramani, Yiming Yang |
Learning Multiple Related Tasks using Latent Independent Component Analysis. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Zoubin Ghahramani, Katherine A. Heller |
Bayesian Sets. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Sebastian 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. |
2004 |
DBLP BibTeX RDF |
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| 1 | Claudia 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 |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Ananya 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 |
DBLP BibTeX RDF |
|
| 1 | Philip 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 |
DBLP BibTeX RDF |
|
| 1 | Wei Chu, Zoubin Ghahramani, David L. Wild |
Protein secondary structure prediction using sigmoid belief networks to parameterize segmental semi-Markov models. |
ESANN |
2004 |
DBLP BibTeX RDF |
|
| 1 | Yuan (Alan) Qi, Thomas P. Minka, Rosalind W. Picard, Zoubin Ghahramani |
Predictive automatic relevance determination by expectation propagation. |
ICML |
2004 |
DBLP DOI BibTeX RDF |
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