Rich Caruana

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Alexandru Niculescu-MizilNEC Laboratories AmericaVerified email at nec-labs.com
Yin LouEngineer, Ant GroupVerified email at cs.cornell.edu
Paul KochMicrosoft ResearchVerified email at microsoft.com
Harsha NoriMicrosoft ResearchVerified email at microsoft.com
Ben LengerichMIT, Broad InstituteVerified email at mit.edu
Johannes GehrkeMicrosoftVerified email at microsoft.com
Giles HookerProfessor of Statistics, University of PennsylvaniaVerified email at wharton.upenn.edu
Tom MitchellFounders University Professor of Machine Learning, Carnegie Mellon UniversityVerified email at cs.cmu.edu
J. David Schafferbinghamton universityVerified email at binghamton.edu
Eric HorvitzMicrosoft ResearchVerified email at microsoft.com
Sarah TanFacebookVerified email at fb.com
Mirek RiedewaldAssociate Professor of Computer Science, Northeastern UniversityVerified email at ccs.neu.edu
Dayne FreitagProgram Director, SRI InternationalVerified email at ai.sri.com
Engin IpekPrincipal Engineer, Qualcomm Platform ArchitectureVerified email at cs.rochester.edu
Wesley HochachkaSenior Research Associate, Lab of Ornithology, Cornell UniversityVerified email at cornell.edu
M. Arthur MunsoneSentireVerified email at esentire.com
Ece KamarMicrosoft ResearchVerified email at microsoft.com
Dale DurranProfessor of Atmospheric Sciences, University of WashingtonVerified email at uw.edu
Himabindu LakkarajuAssistant Professor, Harvard UniversityVerified email at seas.harvard.edu
Noémie ElhadadAssociate Professor and Chair of Biomedical Informatics, Columbia UniversityVerified email at cumc.columbia.edu

Rich Caruana

Microsoft Research

Verified email at microsoft.com

machine learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Multitask learning R Caruana Machine learning 28, 41-75, 1997	9122	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	3506	2006
Model compression C Buciluǎ, R Caruana, A Niculescu-Mizil Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006	2492	2006
Do deep nets really need to be deep? J Ba, R Caruana Advances in neural information processing systems 27, 2014	2310	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	1665	2015
Predicting good probabilities with supervised learning A Niculescu-Mizil, R Caruana Proceedings of the 22nd international conference on Machine learning, 625-632, 2005	1610	2005
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	1524	1989
Overfitting in neural nets: Backpropagation, conjugate gradient, and early stopping R Caruana, S Lawrence, C Giles Advances in neural information processing systems 13, 2000	1471	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	1020	2004
Greedy attribute selection R Caruana, D Freitag Machine Learning Proceedings 1994, 28-36, 1994	844	1994
Removing the genetics from the standard genetic algorithm S Baluja, R Caruana Machine Learning Proceedings 1995, 38-46, 1995	840	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	720	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	658	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	611	2008
Intelligible models for classification and regression Y Lou, R Caruana, J Gehrke Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	532	2012
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	469	2013
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	440	2006
Semi-supervised clustering with user feedback D Cohn, R Caruana, A McCallum Constrained clustering: advances in algorithms, theory, and applications 4 …, 2003	426	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	422	2004
Representation and hidden bias: Gray vs. binary coding for genetic algorithms RA Caruana, JD Schaffer Machine learning proceedings 1988, 153-161, 1988	404	1988

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