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Rich Caruana
Rich Caruana
Microsoft Research
Подтвержден адрес электронной почты в домене microsoft.com
Название
Процитировано
Процитировано
Год
Multitask learning
R Caruana
Machine learning 28, 41-75, 1997
108731997
An empirical comparison of supervised learning algorithms
R Caruana, A Niculescu-Mizil
Proceedings of the 23rd international conference on Machine learning, 161-168, 2006
40122006
Model compression
C Buciluǎ, R Caruana, A Niculescu-Mizil
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
32162006
Do deep nets really need to be deep?
J Ba, R Caruana
Advances in neural information processing systems 27, 2014
27542014
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
23012015
Predicting good probabilities with supervised learning
A Niculescu-Mizil, R Caruana
Proceedings of the 22nd international conference on Machine learning, 625-632, 2005
20832005
Overfitting in neural nets: Backpropagation, conjugate gradient, and early stopping
R Caruana, S Lawrence, C Giles
Advances in neural information processing systems 13, 2000
17002000
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
15421989
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
12112004
Greedy attribute selection
R Caruana, D Freitag
Machine Learning Proceedings 1994, 28-36, 1994
8831994
Removing the genetics from the standard genetic algorithm
S Baluja, R Caruana
Machine Learning Proceedings 1995, 38-46, 1995
8791995
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
7832008
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
7072013
Biases in the crossover landscape
LJ Eshelman, RA Caruana, JD Schaffer
Proceedings of the third international conference on Genetic algorithms, 10-19, 1989
7061989
Intelligible models for classification and regression
Y Lou, R Caruana, J Gehrke
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
7042012
Interpretml: A unified framework for machine learning interpretability
H Nori, S Jenkins, P Koch, R Caruana
arXiv preprint arXiv:1909.09223, 2019
6732019
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
6691994
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
6562008
Interpreting interpretability: understanding data scientists' use of interpretability tools for machine learning
H Kaur, H Nori, S Jenkins, R Caruana, H Wallach, J Wortman Vaughan
Proceedings of the 2020 CHI conference on human factors in computing systems …, 2020
6452020
Neural additive models: Interpretable machine learning with neural nets
R Agarwal, L Melnick, N Frosst, X Zhang, B Lengerich, R Caruana, ...
Advances in neural information processing systems 34, 4699-4711, 2021
5502021
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