-
1
-
-
0032047249
-
Specification and simulation of statistical query algorithms for efficiency and noise tolerance
-
J.A. Aslam and S.E. Decatur, Specification and simulation of statistical query algorithms for efficiency and noise tolerance, Journal of Computer and System Sciences 56(2) (1998) 191-208.
-
(1998)
Journal of Computer and System Sciences
, vol.56
, Issue.2
, pp. 191-208
-
-
Aslam, J.A.1
Decatur, S.E.2
-
2
-
-
0028062299
-
Weakly learning DNF and characterizing statistical query learning using Fourier analysis
-
A. Blum, M. Furst, J. Jackson, M. Kearns, Y. Mansour and S. Rudich, Weakly learning DNF and characterizing statistical query learning using Fourier analysis, in: Proceedings of the 26th Annual ACM Symposium on Theory of Computing (1994) pp. 253-262. Preliminary version available as http://www.mathcs.duq.edu/~jackson/dnfsq.ps.
-
(1994)
Proceedings of the 26th Annual ACM Symposium on Theory of Computing
, pp. 253-262
-
-
Blum, A.1
Furst, M.2
Jackson, J.3
Kearns, M.4
Mansour, Y.5
Rudich, S.6
-
3
-
-
0033702346
-
Noise-tolerant learning, the parity problem, and the Statistical Query model
-
A. Blum, A. Kalai and H. Wasserman, Noise-tolerant learning, the parity problem, and the Statistical Query model, in: Proceedings of the 32nd Annual ACM Symposium on Theory of Computing (2000) pp. 435-440.
-
(2000)
Proceedings of the 32nd Annual ACM Symposium on Theory of Computing
, pp. 435-440
-
-
Blum, A.1
Kalai, A.2
Wasserman, H.3
-
5
-
-
0030197679
-
On the Fourier spectrum of monotone functions
-
N. Bshouty and C. Tamon, On the Fourier spectrum of monotone functions, Journal of the ACM 43(4) (1996) 747-770.
-
(1996)
Journal of the ACM
, vol.43
, Issue.4
, pp. 747-770
-
-
Bshouty, N.1
Tamon, C.2
-
6
-
-
0031211090
-
A decision-theoretic generalization of on-line learning and an application to boosting
-
Y. Freund and R.E. Schapire, A decision-theoretic generalization of on-line learning and an application to boosting, Journal of Computer and Systems Sciences 55(1) (1997) 119-139. First appeared in EuroCOLT'95.
-
(1997)
Journal of Computer and Systems Sciences
, vol.55
, Issue.1
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
7
-
-
0031211090
-
-
First appeared
-
Y. Freund and R.E. Schapire, A decision-theoretic generalization of on-line learning and an application to boosting, Journal of Computer and Systems Sciences 55(1) (1997) 119-139. First appeared in EuroCOLT'95.
-
EuroCOLT'95
-
-
-
10
-
-
84947403595
-
Probability inequalities for sums of bounded random variables
-
W. Hoeffding, Probability inequalities for sums of bounded random variables, American Statistical Association Journal 58 (1963) 13-30.
-
(1963)
American Statistical Association Journal
, vol.58
, pp. 13-30
-
-
Hoeffding, W.1
-
11
-
-
0031339159
-
An efficient membership-query algorithm for learning DNF with respect to the uniform distribution
-
J. Jackson, An efficient membership-query algorithm for learning DNF with respect to the uniform distribution, Journal of Computer and System Sciences 55(3) (1997) 414-440. Earlier version appeared in Proceedings of the 35th Annual Symposium on Foundations of Computer Science (1994) pp. 42-53. Preliminary extended version available as http://www.mathcs.duq.edu/~jackson/J97.ps.
-
(1997)
Journal of Computer and System Sciences
, vol.55
, Issue.3
, pp. 414-440
-
-
Jackson, J.1
-
12
-
-
0031339159
-
-
Earlier version appeared
-
J. Jackson, An efficient membership-query algorithm for learning DNF with respect to the uniform distribution, Journal of Computer and System Sciences 55(3) (1997) 414-440. Earlier version appeared in Proceedings of the 35th Annual Symposium on Foundations of Computer Science (1994) pp. 42-53. Preliminary extended version available as http://www.mathcs.duq.edu/~jackson/J97.ps.
-
(1994)
Proceedings of the 35th Annual Symposium on Foundations of Computer Science
, pp. 42-53
-
-
-
13
-
-
0032202014
-
Efficient noise-tolerant learning from statistical queries
-
M.J. Kearns, Efficient noise-tolerant learning from statistical queries, Journal of the ACM 45(6) (1998) 983-1006. Earlier version appeared in Proceedings of the 25th Annual ACM Symposium on Theory of Computing (1993) pp. 392-401.
-
(1998)
Journal of the ACM
, vol.45
, Issue.6
, pp. 983-1006
-
-
Kearns, M.J.1
-
14
-
-
0027188175
-
-
Earlier version appeared
-
M.J. Kearns, Efficient noise-tolerant learning from statistical queries, Journal of the ACM 45(6) (1998) 983-1006. Earlier version appeared in Proceedings of the 25th Annual ACM Symposium on Theory of Computing (1993) pp. 392-401.
-
(1993)
Proceedings of the 25th Annual ACM Symposium on Theory of Computing
, pp. 392-401
-
-
-
15
-
-
0027869083
-
Learning decision trees using the Fourier spectrum
-
December
-
E. Kushilevitz and Y. Mansour, Learning decision trees using the Fourier spectrum, SIAM Journal on Computing 22(6) (December 1993) 1331-1348. Earlier version appeared in Proceedings of the 23rd Annual ACM Symposium on Theory of Computing (1991) pp. 455-464.
-
(1993)
SIAM Journal on Computing
, vol.22
, Issue.6
, pp. 1331-1348
-
-
Kushilevitz, E.1
Mansour, Y.2
-
16
-
-
85006528164
-
-
Earlier version appeared
-
E. Kushilevitz and Y. Mansour, Learning decision trees using the Fourier spectrum, SIAM Journal on Computing 22(6) (December 1993) 1331-1348. Earlier version appeared in Proceedings of the 23rd Annual ACM Symposium on Theory of Computing (1991) pp. 455-464.
-
(1991)
Proceedings of the 23rd Annual ACM Symposium on Theory of Computing
, pp. 455-464
-
-
-
17
-
-
0027627287
-
Constant depth circuits, Fourier transform, and learnability
-
N. Linial, Y. Mansour and N. Nisan, Constant depth circuits, Fourier transform, and learnability, Journal of the ACM 40(3) (1993) 607-620. Earlier version appeared in Proceedings of the 30th Annual Symposium on Foundations of Computer Science (1989) pp. 574-579.
-
(1993)
Journal of the ACM
, vol.40
, Issue.3
, pp. 607-620
-
-
Linial, N.1
Mansour, Y.2
Nisan, N.3
-
18
-
-
0027627287
-
-
Earlier version appeared
-
N. Linial, Y. Mansour and N. Nisan, Constant depth circuits, Fourier transform, and learnability, Journal of the ACM 40(3) (1993) 607-620. Earlier version appeared in Proceedings of the 30th Annual Symposium on Foundations of Computer Science (1989) pp. 574-579.
-
(1989)
Proceedings of the 30th Annual Symposium on Foundations of Computer Science
, pp. 574-579
-
-
-
19
-
-
0014489351
-
On the probability in the tail of a binomial distribution
-
J.E. Littlewood, On the probability in the tail of a binomial distribution, Advances in Applied Probability 1 (1969) 43-72.
-
(1969)
Advances in Applied Probability
, vol.1
, pp. 43-72
-
-
Littlewood, J.E.1
-
21
-
-
0025448521
-
The strength of weak learnability
-
R.E. Schapire, The strength of weak learnability, Machine Learning 5 (1990) 197-227.
-
(1990)
Machine Learning
, vol.5
, pp. 197-227
-
-
Schapire, R.E.1
-
22
-
-
0021518106
-
A theory of the learnable
-
L.G. Valiant, A theory of the learnable, Communications of the ACM 27(11) (1984) 1134-1142.
-
(1984)
Communications of the ACM
, vol.27
, Issue.11
, pp. 1134-1142
-
-
Valiant, L.G.1
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