-
1
-
-
0013916184
-
Closed sequential tests for binomial probabilities
-
D. W. Alling. Closed sequential tests for binomial probabilities. Biometrika, 53(1/2):73-84, 1966.
-
(1966)
Biometrika
, vol.53
, Issue.1-2
, pp. 73-84
-
-
Alling, D.W.1
-
2
-
-
77956649096
-
A survey of cross-validation procedures for model selection
-
S. Arlot, A. Celisse, and P. Painleve. A survey of cross-validation procedures for model selection. Statistics Surveys, 4:40-79, 2010.
-
(2010)
Statistics Surveys
, vol.4
, pp. 40-79
-
-
Arlot, S.1
Celisse, A.2
Painleve, P.3
-
6
-
-
0034241361
-
Gradient-based optimization of hyperparameters
-
Y. Bengio. Gradient-based optimization of hyperparameters. Neural Computation, 12(8):1889-1900, 2000.
-
(2000)
Neural Computation
, vol.12
, Issue.8
, pp. 1889-1900
-
-
Bengio, Y.1
-
8
-
-
85162384813
-
Algorithms for hyper-parameter optimization
-
J. Bergstra, R. Bardenet, Y. Bengio, and B. Kégl. Algorithms for hyper-parameter optimization. In Advances in Neural Information Processing Systems 24, pages 2546-2554, 2011.
-
(2011)
Advances in Neural Information Processing Systems 24
, pp. 2546-2554
-
-
Bergstra, J.1
Bardenet, R.2
Bengio, Y.3
Kégl, B.4
-
11
-
-
14644421108
-
A racing algorithm for configuring metaheuristics
-
M. Birattari, T. Stützle, L. Paquete, and K. Varrentrapp. A racing algorithm for configuring metaheuristics. In Proceedings of the Genetic and Evolutionary Computation Conference, pages 11-18, 2002.
-
(2002)
Proceedings of the Genetic and Evolutionary Computation Conference
, pp. 11-18
-
-
Birattari, M.1
Stützle, T.2
Paquete, L.3
Varrentrapp, K.4
-
12
-
-
0033400675
-
Comparative accuracies of artificial neural networks and discriminant analysis in predicting forest cover types from cartographic variables
-
J. A. Blackard and D. J. Dean. Comparative accuracies of artificial neural networks and discriminant analysis in predicting forest cover types from cartographic variables. Computers and Electronics in Agriculture, 24:131-151, 1999.
-
(1999)
Computers and Electronics in Agriculture
, vol.24
, pp. 131-151
-
-
Blackard, J.A.1
Dean, D.J.2
-
18
-
-
78651015947
-
The comparison of percentages in matched samples
-
W. G. Cochran. The comparison of percentages in matched samples. Biometrika, 37(3-4):256-266, 1950.
-
(1950)
Biometrika
, vol.37
, Issue.3-4
, pp. 256-266
-
-
Cochran, W.G.1
-
21
-
-
0041958932
-
Ideal spatial adaptation by wavelet shrinkage
-
D. L. Donoho and J. M. Johnstone. Ideal spatial adaptation by wavelet shrinkage. Biometrika, 81(3):425-455, 1994.
-
(1994)
Biometrika
, vol.81
, Issue.3
, pp. 425-455
-
-
Donoho, D.L.1
Johnstone, J.M.2
-
22
-
-
34248156688
-
On the V gamma dimension for regression in reproducing kernel hilbert spaces
-
O. Watanabe and T. Yokomori, editors
-
T. Evgeniou and M. Pontil. On the V gamma dimension for regression in reproducing kernel hilbert spaces. In O. Watanabe and T. Yokomori, editors, Algorithmic Learning Theory, pages 106-117, 1999.
-
(1999)
Algorithmic Learning Theory
, pp. 106-117
-
-
Evgeniou, T.1
Pontil, M.2
-
23
-
-
84944811700
-
The use of ranks to avoid the assumption of normality implicit in the analysis of variance
-
M. Friedman. The use of ranks to avoid the assumption of normality implicit in the analysis of variance. Journal of the American Statistical Association, 32(200):675-701, 1937.
-
(1937)
Journal of the American Statistical Association
, vol.32
, Issue.200
, pp. 675-701
-
-
Friedman, M.1
-
24
-
-
84950645271
-
The predictive sample reuse method with applications
-
S. Geisser. The predictive sample reuse method with applications. Journal of the American Statistical Association, 70(350):320-328, 1975.
-
(1975)
Journal of the American Statistical Association
, vol.70
, Issue.350
, pp. 320-328
-
-
Geisser, S.1
-
29
-
-
84943709252
-
Probable inference, the law of succession, and statistical inference
-
W. H. Kruskal and W. A. Wallis. Probable inference, the law of succession, and statistical inference. Journal of the American Statistical Association, 47(260):583-621, 1952.
-
(1952)
Journal of the American Statistical Association
, vol.47
, Issue.260
, pp. 583-621
-
-
Kruskal, W.H.1
Wallis, W.A.2
-
30
-
-
0001923944
-
Hoeffding races: Accelerating model selection search for classification and function approximation
-
O. Maron and A. W. Moore. Hoeffding races: Accelerating model selection search for classification and function approximation. In Advances in Neural Information Processing Systems 6, pages 59-66, 1994.
-
(1994)
Advances in Neural Information Processing Systems 6
, pp. 59-66
-
-
Maron, O.1
Moore, A.W.2
-
31
-
-
0031069121
-
The racing algorithm: Model selection for lazy learners
-
O. Maron and A. W. Moore. The racing algorithm: Model selection for lazy learners. Artificial Intelligence Review, 11:193-225, 1997.
-
(1997)
Artificial Intelligence Review
, vol.11
, pp. 193-225
-
-
Maron, O.1
Moore, A.W.2
-
32
-
-
0009155205
-
Repeated significance tests on accumulating data when the null hypothesis is not true
-
C. K. McPherson and P. Armitage. Repeated significance tests on accumulating data when the null hypothesis is not true. Journal of the Royal Statistical Society. Series A, 134(1):15-25, 1971.
-
(1971)
Journal of the Royal Statistical Society. Series A
, vol.134
, Issue.1
, pp. 15-25
-
-
McPherson, C.K.1
Armitage, P.2
-
33
-
-
56449108844
-
Empirical Bernstein stopping
-
V. Mnih, C. Szepesvári, and J.-Y. Audibert. Empirical Bernstein stopping. In Proceedings of the 25th International Conference on Machine learning, ICML'08, pages 672-679, 2008.
-
(2008)
Proceedings of the 25th International Conference on Machine Learning, ICML'08
, pp. 672-679
-
-
Mnih, V.1
Szepesvári, C.2
Audibert, J.-Y.3
-
35
-
-
0002128914
-
Handbook of Social Psychology
-
chapter, Addison-Wesley, 2nd edition
-
F. Mosteller and J. W. Tukey. Handbook of Social Psychology, volume 2, chapter Data analysis, including statistics, pages 80-203. Addison-Wesley, 2nd edition, 1968.
-
(1968)
Data Analysis, Including Statistics
, vol.2
, pp. 80-203
-
-
Mosteller, F.1
Tukey, J.W.2
-
39
-
-
84962241822
-
Rapid learning with stochastic focus of attention
-
abs/1105.0382
-
R. Pelossof and Z. Ying. Rapid learning with stochastic focus of attention. Computing Research Repository, abs/1105.0382, 2011.
-
(2011)
Computing Research Repository
-
-
Pelossof, R.1
Ying, Z.2
-
40
-
-
0342502195
-
Soft margins for AdaBoost
-
G. Rätsch, T. Onoda, and K.-R. Müller. Soft margins for AdaBoost. Machine Learning, 42(3):287-320, 2001.
-
(2001)
Machine Learning
, vol.42
, Issue.3
, pp. 287-320
-
-
Rätsch, G.1
Onoda, T.2
Müller, K.-R.3
-
42
-
-
17444438778
-
New support vector algorithms
-
B. Schölkopf, A. J. Smola, R. C. Williamson, and P. L. Bartlett. New support vector algorithms. Neural Computation, 12:1207-1245, 2000.
-
(2000)
Neural Computation
, vol.12
, pp. 1207-1245
-
-
Schölkopf, B.1
Smola, A.J.2
Williamson, R.C.3
Bartlett, P.L.4
-
43
-
-
0037749769
-
Estimating the approximation error in learning theory
-
S. Smale and D.-X. Zhou. Estimating the approximation error in learning theory. Analysis and Applications, 1(1):1-25, 2003.
-
(2003)
Analysis and Applications
, vol.1
, Issue.1
, pp. 1-25
-
-
Smale, S.1
Zhou, D.-X.2
-
45
-
-
1942454634
-
Some new closed sequential designs for clinical trials
-
C. C. Spicer. Some new closed sequential designs for clinical trials. Biometrics, 18(2):203-211, 1962.
-
(1962)
Biometrics
, vol.18
, Issue.2
, pp. 203-211
-
-
Spicer, C.C.1
-
47
-
-
34247197035
-
Fast rates for support vector machines using Gaussian kernels
-
I. Steinwart and C. Scovel. Fast rates for support vector machines using Gaussian kernels. Annals of Statistics, 35:575-607, 2007.
-
(2007)
Annals of Statistics
, vol.35
, pp. 575-607
-
-
Steinwart, I.1
Scovel, C.2
-
48
-
-
0000629975
-
Cross-validatory choice and assessment of statistical predictions
-
M. Stone. Cross-validatory choice and assessment of statistical predictions. Journal of the Royal Statistical Society. Series B, 36(2):111-147, 1974.
-
(1974)
Journal of the Royal Statistical Society. Series B
, vol.36
, Issue.2
, pp. 111-147
-
-
Stone, M.1
-
50
-
-
84887326302
-
-
CoRR, abs/1208.3719
-
C. Thornton, F. Hutter, H. H. Hoos, and K. Leyton-Brown. Auto-WEKA: Automated selection and hyper-parameter optimization of classification algorithms. CoRR, abs/1208.3719, 2012.
-
(2012)
Auto-WEKA: Automated Selection and Hyper-parameter Optimization of Classification Algorithms
-
-
Thornton, C.1
Hutter, F.2
Hoos, H.H.3
Leyton-Brown, K.4
-
53
-
-
0000193326
-
Optimum character of the sequential probability ratio test
-
A. Wald and J. Wolfowitz. Optimum character of the sequential probability ratio test. The Annals of Mathematical Statistics, 19(3):326-339, 1948.
-
(1948)
The Annals of Mathematical Statistics
, vol.19
, Issue.3
, pp. 326-339
-
-
Wald, A.1
Wolfowitz, J.2
-
55
-
-
84946650481
-
Probable inference, the law of succession, and statistical inference
-
E. B. Wilson. Probable inference, the law of succession, and statistical inference. Journal of the American Statistical Association, 22(158):209-212, 1927.
-
(1927)
Journal of the American Statistical Association
, vol.22
, Issue.158
, pp. 209-212
-
-
Wilson, E.B.1
|