-
1
-
-
0000234257
-
Information-based objective functions for active data selection
-
Mackay, D.J.C.: Information-based objective functions for active data selection. Neural Computation 4, 698-714 (1991)
-
(1991)
Neural Computation
, vol.4
, pp. 698-714
-
-
Mackay, D.J.C.1
-
2
-
-
0029679131
-
Active learning with statistical models
-
Cohn, D., Ghahramani, Z., Jordan, M.: Active learning with statistical models. Journal of Artificial Intelligence Research, pp. 129-145 (1996)
-
(1996)
Journal of Artificial Intelligence Research
, pp. 129-145
-
-
Cohn, D.1
Ghahramani, Z.2
Jordan, M.3
-
3
-
-
0031209604
-
Selective sampling using the query by committee algorithm
-
Freund, Y., Seung, H.S., Shamir, E., Tishby, N.: Selective sampling using the query by committee algorithm. Machine Learning 28(2-3), 133-168 (1997)
-
(1997)
Machine Learning
, vol.28
, Issue.2-3
, pp. 133-168
-
-
Freund, Y.1
Seung, H.S.2
Shamir, E.3
Tishby, N.4
-
4
-
-
9444239141
-
Learning probabilistic linear-threshold classifiers via selective sampling
-
Schölkopf, B, Warmuth, M.K, eds, COLT/Kernel 2003, Springer, Heidelberg
-
Cesa-Bianchi, N., Conconi, A., Gentile, C.: Learning probabilistic linear-threshold classifiers via selective sampling. In: Schölkopf, B., Warmuth, M.K. (eds.) COLT/Kernel 2003. LNCS (LNAI), vol. 2777, Springer, Heidelberg (2003)
-
(2003)
LNCS (LNAI
, vol.2777
-
-
Cesa-Bianchi, N.1
Conconi, A.2
Gentile, C.3
-
5
-
-
9244242503
-
Hierarchical testing designs for pattern recognition
-
Blanchard, G., Geman, D.: Hierarchical testing designs for pattern recognition. The Annals of Statistics 33(3), 1155-1202 (2005)
-
(2005)
The Annals of Statistics
, vol.33
, Issue.3
, pp. 1155-1202
-
-
Blanchard, G.1
Geman, D.2
-
6
-
-
26944439047
-
-
Dasgupta, S., Kalai, A., Monteleoni, C.: Analysis of perceptron-based active learning. In: Auer, P., Meir, R. (eds.) COLT 2005. LNCS (LNAI), 3559, Springer, Heidelberg (2005)
-
Dasgupta, S., Kalai, A., Monteleoni, C.: Analysis of perceptron-based active learning. In: Auer, P., Meir, R. (eds.) COLT 2005. LNCS (LNAI), vol. 3559, Springer, Heidelberg (2005)
-
-
-
-
9
-
-
33749242994
-
Agostic active learning
-
Pittsburgh, PA, USA
-
Balcan, N., Beygelzimer, A., Langford, J.: Agostic active learning. In: 23rd International Conference on Machine Learning, Pittsburgh, PA, USA (2006)
-
(2006)
23rd International Conference on Machine Learning
-
-
Balcan, N.1
Beygelzimer, A.2
Langford, J.3
-
10
-
-
84864047848
-
Faster rates in regression via active learning
-
available at
-
Castro, R., Willett, R., Nowak, R.: Faster rates in regression via active learning. In: Proceedings of Neural Information Processing Systems (NIPS), extended version (2005), available at http://homepages.cae.wisc.edu/~rcastro/ ECE-05-3.pdf
-
(2005)
Proceedings of Neural Information Processing Systems (NIPS), extended version
-
-
Castro, R.1
Willett, R.2
Nowak, R.3
-
12
-
-
0016078377
-
-
Burnashev, M.V., Zigangirov, K.S.: An interval estimation problem for controlled observations. Problems in Information Transmission 10, 223-231 (1974) (Translated from Problemy Peredachi Informatsii, 10(3),51-61, July-September, 1974). Original article submitted (June 25, 1973)
-
Burnashev, M.V., Zigangirov, K.S.: An interval estimation problem for controlled observations. Problems in Information Transmission 10, 223-231 (1974) (Translated from Problemy Peredachi Informatsii, 10(3),51-61, July-September, 1974). Original article submitted (June 25, 1973)
-
-
-
-
13
-
-
0041309832
-
Sequential methods for design-adaptive estimation of discontinuities in regression curves and surfaces
-
Hall, P., Molchanov, I.: Sequential methods for design-adaptive estimation of discontinuities in regression curves and surfaces. The Annals of Statistics 31(3), 921-941 (2003)
-
(2003)
The Annals of Statistics
, vol.31
, Issue.3
, pp. 921-941
-
-
Hall, P.1
Molchanov, I.2
-
14
-
-
34247339249
-
Sequential recovery of analytic periodic edges in the binary image models
-
Golubev, G., Levit, B.: Sequential recovery of analytic periodic edges in the binary image models. Mathematical Methods of Statistics 12, 95-115 (2003)
-
(2003)
Mathematical Methods of Statistics
, vol.12
, pp. 95-115
-
-
Golubev, G.1
Levit, B.2
-
15
-
-
34547974347
-
Active learning for identifying function threshold boundaries
-
Bryan, B., Schneider, J., Nichol, R.C., Miller, C.J., Genovese, C.R., Wasserman, L.: Active learning for identifying function threshold boundaries. In: Advances in Neural Information Processing (NIPS) (2005)
-
(2005)
Advances in Neural Information Processing (NIPS)
-
-
Bryan, B.1
Schneider, J.2
Nichol, R.C.3
Miller, C.J.4
Genovese, C.R.5
Wasserman, L.6
-
16
-
-
3142725508
-
Optimal aggregation of classifiers in statistical learning
-
Tsybakov, A.: Optimal aggregation of classifiers in statistical learning. The Annals of Statistics 32(1), 135-166 (2004)
-
(2004)
The Annals of Statistics
, vol.32
, Issue.1
, pp. 135-166
-
-
Tsybakov, A.1
-
17
-
-
0031502338
-
Nonparametric estimation of regression level sets
-
Cavalier, L.: Nonparametric estimation of regression level sets. Statistics 29, 131-160 (1997)
-
(1997)
Statistics
, vol.29
, pp. 131-160
-
-
Cavalier, L.1
-
18
-
-
0031478562
-
On nonparametric estimation of density level sets
-
Tsybakov, A.B.: On nonparametric estimation of density level sets. The Annals of Statistics 25, 948-969 (1997)
-
(1997)
The Annals of Statistics
, vol.25
, pp. 948-969
-
-
Tsybakov, A.B.1
-
19
-
-
28044469876
-
Introduction à l'estimation non- paramétrique
-
Springer, Heidelberg
-
Tsybakov, A.B.: Introduction à l'estimation non- paramétrique. In: Mathématiques et Applications, vol. 41, Springer, Heidelberg (2004)
-
(2004)
Mathématiques et Applications
, vol.41
-
-
Tsybakov, A.B.1
-
20
-
-
0033565160
-
On minimax rates of convergence in image models under sequential design
-
Korostelev, A.P.: On minimax rates of convergence in image models under sequential design. Statistics & Probability Letters 43, 369-375 (1999)
-
(1999)
Statistics & Probability Letters
, vol.43
, pp. 369-375
-
-
Korostelev, A.P.1
-
21
-
-
0042278762
-
Rates of convergence for the sup-norm risk in image models under sequential designs
-
Korostelev, A., Kim, J.C.: Rates of convergence for the sup-norm risk in image models under sequential designs. Statistics & probability Letters 46, 391-399 (2000)
-
(2000)
Statistics & probability Letters
, vol.46
, pp. 391-399
-
-
Korostelev, A.1
Kim, J.C.2
-
23
-
-
38049062331
-
-
Castro, R.M., Nowak, R.D.: Minimax bounds for active learning. Technical report, ECE Dept. University of Wisconsin - Madison (2007), available at http://homepages.cae.wise.edu/~rcastro/ECE-07-3.pdf
-
Castro, R.M., Nowak, R.D.: Minimax bounds for active learning. Technical report, ECE Dept. University of Wisconsin - Madison (2007), available at http://homepages.cae.wise.edu/~rcastro/ECE-07-3.pdf
-
-
-
-
24
-
-
0039802889
-
The error in polynomial tensor-product and chung-yao, interpolation
-
LeMéhauté, A, Rabut, C, Schumaker, L, eds, Vanderbilt University Press
-
de Boor, C.: The error in polynomial tensor-product and chung-yao, interpolation. In: LeMéhauté, A., Rabut, C., Schumaker, L., (eds.): Surface Fitting and Multiresolution Methods, Vanderbilt University Press, 35-50 (1997)
-
(1997)
Surface Fitting and Multiresolution Methods
, pp. 35-50
-
-
de Boor, C.1
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