-
1
-
-
0000492326
-
Learning from noisy examples
-
D. Angluin, and P. Laird Learning from noisy examples Machine Learning 2 4 1988 343 370
-
(1988)
Machine Learning
, vol.2
, Issue.4
, pp. 343-370
-
-
Angluin, D.1
Laird, P.2
-
2
-
-
0033702346
-
Noise-tolerant learning, the parity problem, and the statistical query model
-
A. Blum, A. Kalai, H. Wasserman, Noise-tolerant learning, the parity problem, and the statistical query model, in: Proc. 32nd Annu. ACM Symp. on Theory of Computing, 2000, pp. 435-440.
-
(2000)
Proc. 32nd Annu. ACM Symp. on Theory of Computing
, pp. 435-440
-
-
Blum, A.1
Kalai, A.2
Wasserman, H.3
-
4
-
-
0003802343
-
Classification and regression trees
-
Wadsworth International, Monterey, CA
-
L. Breiman, J.H. Friedman, R.A. Olshen, C.J. Stone, Classification and regression trees, Technical Report, Wadsworth International, Monterey, CA, 1984.
-
(1984)
Technical Report
-
-
Breiman, L.1
Friedman, J.H.2
Olshen, R.A.3
Stone, C.J.4
-
5
-
-
0347369199
-
Pac learning with constant-partition classification noise and applications to decision tree induction
-
S.E. Decatur, Pac learning with constant-partition classification noise and applications to decision tree induction, in: Proc. 14th Internat. Conf. on Machine Learning, 1997, pp. 83-91.
-
(1997)
Proc. 14th Internat. Conf. on Machine Learning
, pp. 83-91
-
-
Decatur, S.E.1
-
6
-
-
84957055189
-
Positive and unlabeled examples help learning
-
F. DeComité, F. Denis, R. Gilleron, F. Letouzey, Positive and unlabeled examples help learning, in: Proc. 10th Internat. Conf. on Algorithmic Learning Theory, 1999, pp. 219-230.
-
(1999)
Proc. 10th Internat. Conf. on Algorithmic Learning Theory
, pp. 219-230
-
-
DeComité, F.1
Denis, F.2
Gilleron, R.3
Letouzey, F.4
-
9
-
-
0026371910
-
Equivalence of models for polynomial learnability
-
D. Haussler, M. Kearns, N. Littlestone, and M.K. Warmuth Equivalence of models for polynomial learnability Inform. Comput. 95 2 1991 129 161
-
(1991)
Inform. Comput.
, vol.95
, Issue.2
, pp. 129-161
-
-
Haussler, D.1
Kearns, M.2
Littlestone, N.3
Warmuth, M.K.4
-
10
-
-
17444367511
-
On the efficiency of noise-tolerant PAC algorithms derived from statistical queries
-
J. Jackson, On the efficiency of noise-tolerant PAC algorithms derived from statistical queries, in: Proc. 13th Annu. Conf. on Computational Learning Theory, 2000, pp. 7-15.
-
(2000)
Proc. 13th Annu. Conf. on Computational Learning Theory
, pp. 7-15
-
-
Jackson, J.1
-
11
-
-
0001938951
-
Transductive inference for text classification using support vector machines
-
T. Joachims, Transductive inference for text classification using support vector machines, in: Proc. 16th Internat. Conf. on Machine Learning, 1999, pp. 200-209.
-
(1999)
Proc. 16th Internat. Conf. on Machine Learning
, pp. 200-209
-
-
Joachims, T.1
-
12
-
-
0027188175
-
Efficient noise-tolerant learning from statistical queries
-
M. Kearns, Efficient noise-tolerant learning from statistical queries, in: Proc. 25th ACM Symp. on the Theory of Computing, 1993, pp. 392-401.
-
(1993)
Proc. 25th ACM Symp. on the Theory of Computing
, pp. 392-401
-
-
Kearns, M.1
-
14
-
-
0002337827
-
Machine learning and data mining
-
T. Mitchell Machine learning and data mining Commun. ACM 42 11 1999 30 36
-
(1999)
Commun. ACM
, vol.42
, Issue.11
, pp. 30-36
-
-
Mitchell, T.1
-
16
-
-
0033886806
-
Text classification from labeled and unlabeled documents using em
-
K. Nigam, A.K. McCallum, S. Thrun, and T.M. Mitchell Text classification from labeled and unlabeled documents using EM Machine Learning 39 2/3 2000 103 134
-
(2000)
Machine Learning
, vol.39
, Issue.23
, pp. 103-134
-
-
Nigam, K.1
McCallum, A.K.2
Thrun, S.3
Mitchell, T.M.4
-
18
-
-
0021518106
-
A theory of the learnable
-
L.G. Valiant A theory of the learnable Commun. ACM 27 11 1984 1134 1142
-
(1984)
Commun. ACM
, vol.27
, Issue.11
, pp. 1134-1142
-
-
Valiant, L.G.1
|