-
1
-
-
84882279850
-
Collaborative hyperparameter tuning
-
Bardenet, Remi, Brendel, Matyas, Kegl, Balazs, and Sebag, Michele. Collaborative hyperparameter tuning. In Proc. of ICML, 2013.
-
(2013)
Proc. of ICML
-
-
Bardenet, R.1
Brendel, M.2
Kegl, B.3
Sebag, M.4
-
3
-
-
85162384813
-
Algorithms for hyper-parameter optimization
-
Bergstra, James, Bardenet, Remi, Bengio, Yoshua, and Kegl, Balazs. Algorithms for hyper-parameter optimization. In Proc. of NIPS, 2011.
-
(2011)
Proc. of NIPS
-
-
Bergstra, J.1
Bardenet, R.2
Bengio, Y.3
Kegl, B.4
-
6
-
-
31844453751
-
Preference learning with Gaussian processes
-
Chu, Wei and Ghahramani, Zoubin. Preference learning with gaussian processes. In Proc. of ICML, 2005.
-
(2005)
Proc. of ICML
-
-
Chu, W.1
Ghahramani, Z.2
-
7
-
-
33646371466
-
Onlive passive-aggresive algorithms
-
Crammer, Koby, Dekel, Ofer, Keset, Joseph, Shalev-Shwarts, Shai, and Singer, Yoram. Onlive passive-aggresive algorithms. Journal of Machine Learning Research, 7:551-585, 2006.
-
(2006)
Journal of Machine Learning Research
, vol.7
, pp. 551-585
-
-
Crammer, K.1
Dekel, O.2
Keset, J.3
Shalev-Shwarts, S.4
Singer, Y.5
-
9
-
-
84856930049
-
Sequential model-based optimization for general algorithm configuration
-
Hutter, Frank, Hoos, Holger H., and Leyton-Brown, Kevin. Sequential model-based optimization for general algorithm configuration. In Proc. of LION-5, 2011.
-
(2011)
Proc. of LION-5
-
-
Hutter, F.1
Hoos, H.H.2
Leyton-Brown, K.3
-
10
-
-
0242456822
-
Optimizing search engines using clickthrough data
-
Joachims, Thorsten. Optimizing search engines using clickthrough data. In Proc. of KDD, 2002.
-
(2002)
Proc. of KDD
-
-
Joachims, T.1
-
11
-
-
69549111057
-
Cutting-plane training of structural SVMs
-
Joachims, Thorsten, Finley, Thomas, and Yu, Chun-Nam John. Cutting-plane training of structural SVMs. Machine Learning Journal, 77(1):27-59, 2009.
-
(2009)
Machine Learning Journal
, vol.77
, Issue.1
, pp. 27-59
-
-
Joachims, T.1
Finley, T.2
Yu, C.-N.J.3
-
12
-
-
0035577808
-
A taxonomy of global optimization methods based on response surfaces
-
Jones, Donald R. A taxonomy of global optimization methods based on response surfaces. Journal of Global Optimization, 21:345-385, 2001.
-
(2001)
Journal of Global Optimization
, vol.21
, pp. 345-385
-
-
Jones, D.R.1
-
13
-
-
34250091945
-
Learning quickly when irrelevant attributes are abound: A new linear threshold algorithm
-
Littlestone, Nick. Learning quickly when irrelevant attributes are abound: A new linear threshold algorithm. Machine Learning, 2:285-318, 1988.
-
(1988)
Machine Learning
, vol.2
, pp. 285-318
-
-
Littlestone, N.1
-
14
-
-
51949098112
-
Classification using intersection kernel support vector machines is efficient
-
Maji, Subhransu, Berg, Alexander C., and Malik, Jitendra. Classification using intersection kernel support vector machines is efficient. In Proc. of CVPR, 2008.
-
(2008)
Proc. of CVPR
-
-
Maji, S.1
Berg, A.C.2
Malik, J.3
-
16
-
-
84869201485
-
Practical Bayesian optimization of machine learning algorithms
-
Snoek, Jasper, Larrochelle, Hugo, and Adams, Ryan P. Practical bayesian optimization of machine learning algorithms. In Proc. of NIPS, 2012.
-
(2012)
Proc. of NIPS
-
-
Snoek, J.1
Larrochelle, H.2
Adams, R.P.3
-
17
-
-
77956501313
-
Gaussian process optimization in the bandit setting: No regret and experimental design
-
Srinivas, Niranjan, Krause, Andreas, Kakade, Sham, and Seeger, Matthias. Gaussian process optimization in the bandit setting: No regret and experimental design. In Proc. of ICML, 2010.
-
(2010)
Proc. of ICML
-
-
Srinivas, N.1
Krause, A.2
Kakade, S.3
Seeger, M.4
-
19
-
-
85018371540
-
Auto-WEKA: Combined selection and hyperparameter optimization of classification algorithms
-
Thornton, Chris, Hutter, Frank, Hoos, Holger H., and Leyton-Brown, Kevin. Auto-WEKA: Combined selection and hyperparameter optimization of classification algorithms. In Proc. of KDD, 2013.
-
(2013)
Proc. of KDD
-
-
Thornton, C.1
Hutter, F.2
Hoos, H.H.3
Leyton-Brown, K.4
-
20
-
-
59449092765
-
An informational approach to the global optimization of expensive-to-evaluate functions
-
Villemonteix, Julien, Vazquez, Emmanuel, and Walter, Eric. An informational approach to the global optimization of expensive-to-evaluate functions. Journal of Global Optimization, 2006.
-
(2006)
Journal of Global Optimization
-
-
Villemonteix, J.1
Vazquez, E.2
Walter, E.3
-
21
-
-
16244401458
-
Regularization and variable selection via the elastic net
-
Series B
-
Zou, Hui and Hastie, Trevor. Regularization and variable selection via the elastic net. Journal of the Royal Statistical Society, Series B, 67(2):301-320, 2005.
-
(2005)
Journal of the Royal Statistical Society
, vol.67
, Issue.2
, pp. 301-320
-
-
Zou, H.1
Hastie, T.2
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