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Rich Caruana
Rich Caruana
Geverifieerd e-mailadres voor microsoft.com
Titel
Geciteerd door
Geciteerd door
Jaar
Multitask learning
R Caruana
Learning to learn, 95-133, 1998
82531998
An empirical comparison of supervised learning algorithms
R Caruana, A Niculescu-Mizil
Proceedings of the 23rd international conference on Machine learning, 161-168, 2006
32932006
Model compression
C Buciluǎ, R Caruana, A Niculescu-Mizil
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
21542006
Do deep nets really need to be deep?
J Ba, R Caruana
Advances in neural information processing systems 27, 2014
20822014
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
14821989
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
14322015
Predicting good probabilities with supervised learning
A Niculescu-Mizil, R Caruana
Proceedings of the 22nd international conference on Machine learning, 625-632, 2005
13992005
Overfitting in neural nets: Backpropagation, conjugate gradient, and early stopping
R Caruana, S Lawrence, C Giles
Advances in neural information processing systems 13, 2000
13422000
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
9542004
Greedy attribute selection
R Caruana, D Freitag
Machine Learning Proceedings 1994, 28-36, 1994
8381994
Removing the genetics from the standard genetic algorithm
S Baluja, R Caruana
Machine Learning Proceedings 1995, 38-46, 1995
8271995
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
6972008
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
6481994
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
5882008
Intelligible models for classification and regression
Y Lou, R Caruana, J Gehrke
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
4542012
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
4192006
Semi-supervised clustering with user feedback
D Cohn, R Caruana, A McCallum
Constrained clustering: advances in algorithms, theory, and applications 4 …, 2003
4162003
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
4122004
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
3962000
Representation and hidden bias: Gray vs. binary coding for genetic algorithms
RA Caruana, JD Schaffer
Machine learning proceedings 1988, 153-161, 1988
3871988
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Artikelen 1–20