| Year |
Citation |
Score |
| 2015 |
Bennett PN, Shokouhi M, Caruana R. 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. DOI: 10.1145/2808194.2809464 |
0.309 |
|
| 2014 |
Ali A, Caruana R, Kapoor A. Active learning with model selection Proceedings of the National Conference On Artificial Intelligence. 3: 1673-1679. |
0.3 |
|
| 2011 |
Ganjisaffar Y, Caruana R, Lopes CV. 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. DOI: 10.1145/2009916.2009932 |
0.405 |
|
| 2009 |
Sorokina D, Caruana R, Riedewald M, Hochachka WM, Kelling S. Detecting and interpreting variable interactions in observational ornithology data Icdm Workshops 2009 - Ieee International Conference On Data Mining. 64-69. DOI: 10.1109/ICDMW.2009.84 |
0.742 |
|
| 2008 |
Sorokina D, Caruana R, Riedewald M, Fink D. Detecting statistical interactions with additive groves of trees Proceedings of the 25th International Conference On Machine Learning. 1000-1007. |
0.739 |
|
| 2008 |
Caruana R, Karampatziakis N, Yessenalina A. An empirical evaluation of supervised learning in high dimensions Proceedings of the 25th International Conference On Machine Learning. 96-103. |
0.319 |
|
| 2007 |
Hochachka WM, Caruana R, Fink D, Munson A, Riedewald M, Sorokina D, Kelling S. Data-mining discovery of pattern and process in ecological systems Journal of Wildlife Management. 71: 2427-2437. DOI: 10.2193/2006-503 |
0.736 |
|
| 2007 |
Niculescu-Mizil A, Caruana R. Inductive transfer for Bayesian network structure learning Journal of Machine Learning Research. 2: 339-346. |
0.688 |
|
| 2007 |
Skalak DB, Niculescu-Mizil A, Caruana R. Classifier loss under metric uncertainty Aaai Workshop - Technical Report. 46-51. |
0.67 |
|
| 2007 |
Sorokina D, Caruana R, Riedewald M. 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. |
0.737 |
|
| 2006 |
Caruana R, Niculescu-Mizil A. An empirical comparison of supervised learning algorithms Icml 2006 - Proceedings of the 23rd International Conference On Machine Learning. 2006: 161-168. DOI: 10.1145/1143844.1143865 |
0.719 |
|
| 2006 |
Caruana R, Munson A, Niculescu-Mizil A. Getting the most out of ensemble selection Proceedings - Ieee International Conference On Data Mining, Icdm. 828-833. DOI: 10.1109/ICDM.2006.76 |
0.71 |
|
| 2006 |
Caruana R, Elhawary M, Munson A, Riedewald M, Sorokina D, Fink D, Hochachka WM, Kelling S. Mining citizen science data to predict prevalence of wild bird species Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 2006: 909-915. |
0.733 |
|
| 2006 |
Bucilǎ C, Caruana R, Niculescu-Mizil A. Model compression Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 2006: 535-541. |
0.671 |
|
| 2005 |
Cooper GF, Abraham V, Aliferis CF, Aronis JM, Buchanan BG, Caruana R, Fine MJ, Janosky JE, Livingston G, Mitchell T, Monti S, Spirtes P. Predicting dire outcomes of patients with community acquired pneumonia. Journal of Biomedical Informatics. 38: 347-66. PMID 16198995 DOI: 10.1016/J.Jbi.2005.02.005 |
0.389 |
|
| 2005 |
Caruana R, Niculescu-Mizil A. Predicting good probabilities with supervised learning 85th Ams Annual Meeting, American Meteorological Society - Combined Preprints. 4943-4947. DOI: 10.1145/1102351.1102430 |
0.696 |
|
| 2005 |
Niculescu-Mizil A, Caruana R. Obtaining calibrated probabilities from boosting Proceedings of the 21st Conference On Uncertainty in Artificial Intelligence, Uai 2005. 413-420. |
0.718 |
|
| 2004 |
Caruana R, Niculescu-Mizil A. Data mining in metric space: An empirical analysis of supervised learning performance criteria Kdd-2004 - Proceedings of the Tenth Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 69-78. |
0.724 |
|
| 2004 |
Caruana R, Niculescu-Mizil A, Crew G, Ksikes A. Ensemble selection from libraries of models Proceedings, Twenty-First International Conference On Machine Learning, Icml 2004. 137-144. |
0.723 |
|
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