| Multitask learning R Caruana Machine learning 28, 41-75, 1997 | 8645 | 1997 |
| An empirical comparison of supervised learning algorithms R Caruana, A Niculescu-Mizil Proceedings of the 23rd international conference on Machine learning, 161-168, 2006 | 3413 | 2006 |
| Model compression C Buciluǎ, R Caruana, A Niculescu-Mizil Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006 | 2330 | 2006 |
| Do deep nets really need to be deep? J Ba, R Caruana Advances in neural information processing systems 27, 2014 | 2187 | 2014 |
| Intelligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission R Caruana, Y Lou, J Gehrke, P Koch, M Sturm, N Elhadad Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015 | 1542 | 2015 |
| A study of control parameters affecting online performance of genetic algorithms for function optimization JD Schaffer, R Caruana, LJ Eshelman, R Das Proceedings of the 3rd international conference on genetic algorithms, 51-60, 1989 | 1496 | 1989 |
| Predicting good probabilities with supervised learning A Niculescu-Mizil, R Caruana Proceedings of the 22nd international conference on Machine learning, 625-632, 2005 | 1484 | 2005 |
| Overfitting in neural nets: Backpropagation, conjugate gradient, and early stopping R Caruana, S Lawrence, C Giles Advances in neural information processing systems 13, 2000 | 1401 | 2000 |
| Ensemble selection from libraries of models R Caruana, A Niculescu-Mizil, G Crew, A Ksikes Proceedings of the twenty-first international conference on Machine learning, 18, 2004 | 990 | 2004 |
| Greedy attribute selection R Caruana, D Freitag Machine Learning Proceedings 1994, 28-36, 1994 | 845 | 1994 |
| Removing the genetics from the standard genetic algorithm S Baluja, R Caruana Machine Learning Proceedings 1995, 38-46, 1995 | 835 | 1995 |
| An empirical evaluation of supervised learning in high dimensions R Caruana, N Karampatziakis, A Yessenalina Proceedings of the 25th international conference on Machine learning, 96-103, 2008 | 709 | 2008 |
| Experience with a learning personal assistant TM Mitchell, R Caruana, D Freitag, J McDermott, D Zabowski Communications of the ACM 37 (7), 80-91, 1994 | 653 | 1994 |
| Self-optimizing memory controllers: A reinforcement learning approach E Ipek, O Mutlu, JF Martínez, R Caruana ACM SIGARCH Computer Architecture News 36 (3), 39-50, 2008 | 600 | 2008 |
| Intelligible models for classification and regression Y Lou, R Caruana, J Gehrke Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012 | 488 | 2012 |
| Efficiently exploring architectural design spaces via predictive modeling E Ïpek, SA McKee, R Caruana, BR de Supinski, M Schulz ACM SIGOPS Operating Systems Review 40 (5), 195-206, 2006 | 427 | 2006 |
| Semi-supervised clustering with user feedback D Cohn, R Caruana, A McCallum Constrained clustering: advances in algorithms, theory, and applications 4 …, 2003 | 419 | 2003 |
| Data mining in metric space: an empirical analysis of supervised learning performance criteria R Caruana, A Niculescu-Mizil Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004 | 417 | 2004 |
| Accurate intelligible models with pairwise interactions Y Lou, R Caruana, J Gehrke, G Hooker Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 411 | 2013 |
| Bridging the lexical chasm: statistical approaches to answer-finding A Berger, R Caruana, D Cohn, D Freitag, V Mittal Proceedings of the 23rd annual international ACM SIGIR conference on …, 2000 | 399 | 2000 |
