-
1
-
-
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 Twenty-Sixth Annual Symposium on Theory of Computing, pages 253-262, 1994.
-
(1994)
Proceedings of the Twenty-Sixth Annual 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
-
2
-
-
0029504777
-
Fast learning of k-term DNF formulas with queries
-
A. Blum and S. Rudich. Fast learning of k-term DNF formulas with queries. Journal of Computer and System Sciences, 51(3):367-373, 1995.
-
(1995)
Journal of Computer and System Sciences
, vol.51
, Issue.3
, pp. 367-373
-
-
Blum, A.1
Rudich, S.2
-
4
-
-
0002719140
-
A subexponential exact learning algorithm for DNF using equivalence queries
-
N. Bshouty. A subexponential exact learning algorithm for DNF using equivalence queries. Information Processing Letters, 59:37-39, 1996.
-
(1996)
Information Processing Letters
, vol.59
, pp. 37-39
-
-
Bshouty, N.1
-
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):747-770, 1996.
-
(1996)
Journal of the ACM
, vol.43
, Issue.4
, pp. 747-770
-
-
Bshouty, N.1
Tamon, C.2
-
6
-
-
84868111801
-
A new approximate maximal margin classification algorithm
-
C. Gentile. A new approximate maximal margin classification algorithm. Journal of Machine Learning Research, 2:213-242, 2001.
-
(2001)
Journal of Machine Learning Research
, vol.2
, pp. 213-242
-
-
Gentile, C.1
-
8
-
-
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, 55:414-440, 1997.
-
(1997)
Journal of Computer and System Sciences
, vol.55
, pp. 414-440
-
-
Jackson, J.1
-
10
-
-
0028400734
-
On using the fourier transform to learn disjoint DNF
-
R. Khardon. On using the Fourier transform to learn disjoint DNF. Information Processing Letters, 49:219-222, 1994.
-
(1994)
Information Processing Letters
, vol.49
, pp. 219-222
-
-
Khardon, R.1
-
11
-
-
84898963616
-
Efficiency versus convergence of boolean kernels for on-line learning algorithms
-
T. G. Dietterich, S. Becker, and Z. Ghahramani, editors, Cambridge, MA, MIT Press
-
R. Khardon, D. Roth, and R. Servedio. Efficiency versus convergence of boolean kernels for on-line learning algorithms. In T. G. Dietterich, S. Becker, and Z. Ghahramani, editors, Advances in Neural Information Processing Systems 14, Cambridge, MA, 2002. MIT Press.
-
(2002)
Advances in Neural Information Processing Systems
, vol.14
-
-
Khardon, R.1
Roth, D.2
Servedio, R.3
-
13
-
-
9444294749
-
Kernel machines and boolean functions
-
T. G. Dietterich, S. Becker, and Z. Ghahramani, editors, Cambridge, MA, MIT Press
-
A. Kowalczyk, A. J. Smola, and R. C. Williamson. Kernel machines and boolean functions. In T. G. Dietterich, S. Becker, and Z. Ghahramani, editors, Advances in Neural Information Processing Systems 14, Cambridge, MA, 2002, MIT Press.
-
(2002)
Advances in Neural Information Processing Systems
, vol.14
-
-
Kowalczyk, A.1
Smola, A.J.2
Williamson, R.C.3
-
18
-
-
0034406593
-
Learning monotone log-term DNF formulas under the uniform distribution
-
Y. Sakai and A. Maruoka. Learning monotone log-term DNF formulas under the uniform distribution. Theory of Computing Systems, 33:17-33, 2000.
-
(2000)
Theory of Computing Systems
, vol.33
, pp. 17-33
-
-
Sakai, Y.1
Maruoka, A.2
-
23
-
-
0021518106
-
A theory of the learnable
-
L. Valiant. A theory of the learnable. Communications of the ACM, 27(11):1134-1142, 1984.
-
(1984)
Communications of the ACM
, vol.27
, Issue.11
, pp. 1134-1142
-
-
Valiant, L.1
-
26
-
-
0142227382
-
Kernels from matching operations
-
Computer Science Department, Royal Holloway, University of London
-
C. Watkins. Kernels from matching operations. Technical Report CSD-TR-98-07, Computer Science Department, Royal Holloway, University of London, 1999.
-
(1999)
Technical Report CSD-TR-98-07
-
-
Watkins, C.1
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