-
1
-
-
0031209604
-
Selective sampling using the query by committee algorithm
-
Yoav Freund, H. Sebastian Seung, Eli Shamir, and Naftali Tishby. 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
-
2
-
-
26944439047
-
Analysis of perceptron-based active learning
-
Springer-Verlag
-
Sanjoy Dasgupta, Adam Tauman Kalai, and Claire Monteleoni. Analysis of perceptron-based active learning. In COLT'05, pages 249-263. Springer-Verlag, 2005.
-
(2005)
COLT'05
, pp. 249-263
-
-
Dasgupta, S.1
Kalai, A.T.2
Monteleoni, C.3
-
3
-
-
71049162986
-
Coarse sample complexity bounds for active learning
-
Sanjoy Dasgupta. Coarse sample complexity bounds for active learning. In NIPS'05, 2005.
-
(2005)
NIPS'05
-
-
Dasgupta, S.1
-
5
-
-
0042868698
-
Support vector machine active learning with applications to text classification
-
Simon Tong and Daphne Koller. Support vector machine active learning with applications to text classification. Journal of Machine Learning Research, 2:45-66, 2002.
-
(2002)
Journal of Machine Learning Research
, vol.2
, pp. 45-66
-
-
Tong, S.1
Koller, D.2
-
6
-
-
0000492326
-
Learning from noisy examples
-
Dana Angluin and Philip Laird. Learning from noisy examples. Machine Learning, 2(4):343-370, 1987.
-
(1987)
Machine Learning
, vol.2
, Issue.4
, pp. 343-370
-
-
Angluin, D.1
Laird, P.2
-
7
-
-
0026119624
-
On learning from queries and counterexamples in the presence of noise
-
Yasubumi Sakakibara. On learning from queries and counterexamples in the presence of noise. Information Processing Letters, 37(5):279-284, 1991.
-
(1991)
Information Processing Letters
, vol.37
, Issue.5
, pp. 279-284
-
-
Sakakibara, Y.1
-
9
-
-
0031620209
-
Improved lower bounds for learning from noisy examples: An information-theoretic approach
-
ACM Press
-
Claudio Gentile and David P. Helmbold. Improved lower bounds for learning from noisy examples: an information-theoretic approach. In COLT'98, pages 104-115. ACM Press, 1998.
-
(1998)
COLT'98
, pp. 104-115
-
-
Gentile, C.1
Helmbold, D.P.2
-
10
-
-
84862123499
-
Adaptive sampling methods for scaling up knowledge discovery algorithms
-
Springer-Verlag
-
Carlos Domingo, Ricard Gavaldà, and Osamu Watanabe. Adaptive sampling methods for scaling up knowledge discovery algorithms. In DS'99, pages 172-183. Springer-Verlag, 1999.
-
(1999)
DS'99
, pp. 172-183
-
-
Domingo, C.1
Gavaldà, R.2
Watanabe, O.3
-
11
-
-
33750682176
-
-
March. Personal communication
-
Rui Castro, March 2006. Personal communication.
-
(2006)
-
-
Castro, R.1
-
12
-
-
0004183064
-
-
Chapman and Hall, London
-
Samuel D. Silvey. Optimal Design. Chapman and Hall, London, 1980.
-
(1980)
Optimal Design
-
-
Silvey, S.D.1
-
14
-
-
0029220110
-
Lower bounds for sampling algorithms for estimating the average
-
Ran Canetti, Guy Even, and Oded Goldreich. Lower bounds for sampling algorithms for estimating the average. Information Processing Letters, 53(1):17-25, 1995.
-
(1995)
Information Processing Letters
, vol.53
, Issue.1
, pp. 17-25
-
-
Canetti, R.1
Even, G.2
Goldreich, O.3
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