Richard Caruana
Affiliations: | Cornell University, Ithaca, NY, United States |
Area:
Computer ScienceGoogle:
"Richard Caruana"Children
Sign in to add trainee| Alexandru Niculescu-Mizil | grad student | 2008 | Cornell |
| Daria Sorokina | grad student | 2008 | Cornell |
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Publications
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| Bennett PN, Shokouhi M, Caruana R. (2015) Implicit preference labels for learning highly selective personalized rankers Ictir 2015 - Proceedings of the 2015 Acm Sigir International Conference On the Theory of Information Retrieval. 291-300 |
| Ali A, Caruana R, Kapoor A. (2014) Active learning with model selection Proceedings of the National Conference On Artificial Intelligence. 3: 1673-1679 |
| Ganjisaffar Y, Caruana R, Lopes CV. (2011) Bagging gradient-boosted trees for high precision, low variance ranking models Sigir'11 - Proceedings of the 34th International Acm Sigir Conference On Research and Development in Information Retrieval. 85-94 |
| Sorokina D, Caruana R, Riedewald M, et al. (2009) Detecting and interpreting variable interactions in observational ornithology data Icdm Workshops 2009 - Ieee International Conference On Data Mining. 64-69 |
| Sorokina D, Caruana R, Riedewald M, et al. (2008) Detecting statistical interactions with additive groves of trees Proceedings of the 25th International Conference On Machine Learning. 1000-1007 |
| Caruana R, Karampatziakis N, Yessenalina A. (2008) An empirical evaluation of supervised learning in high dimensions Proceedings of the 25th International Conference On Machine Learning. 96-103 |
| Hochachka WM, Caruana R, Fink D, et al. (2007) Data-mining discovery of pattern and process in ecological systems Journal of Wildlife Management. 71: 2427-2437 |
| Niculescu-Mizil A, Caruana R. (2007) Inductive transfer for Bayesian network structure learning Journal of Machine Learning Research. 2: 339-346 |
| Skalak DB, Niculescu-Mizil A, Caruana R. (2007) Classifier loss under metric uncertainty Aaai Workshop - Technical Report. 46-51 |
| Sorokina D, Caruana R, Riedewald M. (2007) Additive groves of regression trees Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4701: 323-334 |