Zoubin Ghahramani
Affiliations: | University of Cambridge, Cambridge, England, United Kingdom |
Area:
Machine learningWebsite:
http://www.gatsby.ucl.ac.uk/~zoubin/Google:
"Zoubin Ghahramani"Mean distance: 13.96 (cluster 29) | S | N | B | C | P |
Cross-listing: Computational Biology Tree
Parents
Sign in to add mentor| Michael I. Jordan | grad student | 1995 | MIT |
| Geoffrey E. Hinton | post-doc | University of Toronto |
Children
Sign in to add trainee| David A Knowles | grad student | Cambridge | |
| Joshua Abbott | grad student | 2009-2010 | Cambridge |
| Sam T. Roweis | post-doc | UCL |
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Publications
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| Nazábal A, Olmos PM, Ghahramani Z, et al. (2020) Handling incomplete heterogeneous data using VAEs Pattern Recognition. 107: 107501 |
| Lomelí M, Rowland M, Gretton A, et al. (2019) Antithetic and Monte Carlo kernel estimators for partial rankings Statistics and Computing. 29: 1127-1147 |
| Hernández-Lobato JM, Gelbart MA, Adams RP, et al. (2016) A general framework for constrained Bayesian optimization using information-based search Journal of Machine Learning Research. 17: 5549-5601 |
| Palla K, Knowles DA, Ghahramani Z. (2015) Relational Learning and Network Modelling Using Infinite Latent Attribute Models. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 462-74 |
| Knowles DA, Ghahramani Z. (2015) Pitman Yor Diffusion Trees for Bayesian Hierarchical Clustering. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 271-89 |
| Bousmalis K, Zafeiriou S, Morency LP, et al. (2015) Variational Infinite Hidden Conditional Random Fields. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 1917-29 |
| Bratieres S, Quadrianto N, Ghahramani Z. (2015) GPstruct: Bayesian Structured Prediction Using Gaussian Processes. Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 1514-20 |
| Ghahramani Z. (2015) Probabilistic machine learning and artificial intelligence Nature. 521: 452-459 |
| Tarran B, Ghahramani Z. (2015) How machines learned to think statistically Significance. 12: 8-15 |
| Palla K, Knowles DA, Ghahramani Z. (2015) Relational learning and network modelling using infinite latent attribute models Ieee Transactions On Pattern Analysis and Machine Intelligence. 37: 462-474 |