-
2
-
-
0346398224
-
General Bounds on Statistical Query Learning and PAC learning with Noise via Hypothesis Boosting
-
Javed Aslam and Scott Decatur. General Bounds on Statistical Query Learning and PAC learning with Noise via Hypothesis Boosting, In Information and Computation, 141, pages 85-118 (1998).
-
(1998)
Information and Computation
, vol.141
, pp. 85-118
-
-
Aslam, J.1
Decatur, S.2
-
3
-
-
84948167232
-
Blind Computation
-
Leemon Baird. Blind Computation. Manuscript, 2001.
-
(2001)
Manuscript
-
-
Baird, L.1
-
4
-
-
0028062299
-
Weakly Learning DNF and Characterizing Statistical Query Learning Using Fourier Analysis
-
Avrim Blum, Merrick Furst, Jeffrey Jackson, Michael Kearns, Yishay Mansour, and Steven Rudich. Weakly Learning DNF and Characterizing Statistical Query Learning Using Fourier Analysis. In Proceedings of the 26th Annual ACM Symposium on Theory of Computing, pages 253-262, 1994.
-
(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
-
5
-
-
0030387103
-
A Polynomial-time Algorithm for Learning Noisy Linear Threshold Functions
-
Algorithmica, 22:35-52, 1998. An extended abstract appears in
-
Avrim Blum, Alan Frieze, Ravi Kannan, and Santosh Vempala, A Polynomial-time Algorithm for Learning Noisy Linear Threshold Functions, In Algorithmica, 22:35-52, 1998. An extended abstract appears in Proceedings of the 37th Annual Symposium on Foundations of Computer Science (FOCS’96), pages 330-338.
-
Proceedings of the 37Th Annual Symposium on Foundations of Computer Science (FOCS’96)
, pp. 330-338
-
-
Blum, A.1
Frieze, A.2
Kannan, R.3
Vempala, S.4
-
6
-
-
0033702346
-
Noise-tolerant Learning, the Parity problem, and the Statistical Query model
-
Avrim Blum, Adam Kalai and Hal Wasserman, Noise-tolerant Learning, the Parity problem, and the Statistical Query model. In Proceedings of the 32nd Annual ACM Symposium on Theory of Computing, pp. 435-440, 2000.
-
(2000)
Proceedings of the 32Nd Annual ACM Symposium on Theory of Computing
, pp. 435-440
-
-
Blum, A.1
Kalai, A.2
Wasserman, H.3
-
10
-
-
0032202014
-
Efficient noise-tolerant learning from statistical queries
-
Preliminary version in Proceedings of the 25th Annual ACM Symposium on Theory of Computing, pp. 392-401, 1993
-
Michael Kearns. Efficient noise-tolerant learning from statistical queries. In Journal of the ACM, 45(6), pp. 983-1006, 1998. Preliminary version in Proceedings of the 25th Annual ACM Symposium on Theory of Computing, pp. 392-401, 1993.
-
(1998)
Journal of the ACM
, vol.45
, Issue.6
, pp. 983-1006
-
-
Kearns, M.1
-
12
-
-
0030126034
-
Learning Sparse Multivariate Polynomials over a Field with Queries and Counterexamples
-
Robert Schapire and Linda Selle, Learning Sparse Multivariate Polynomials over a Field with Queries and Counterexamples. In Journal of Computer and System Sciences, 52, 201-213, 1996.
-
(1996)
Journal of Computer and System Sciences
, vol.52
, pp. 201-213
-
-
Schapire, R.1
Selle, L.2
-
14
-
-
0021518106
-
A theory of the Leanable
-
November
-
Leslie Valiant, A theory of the Leanable. In Communications of the ACM, 27(11): 1134-1142, November 1984.
-
(1984)
Communications of the ACM
, vol.27
, Issue.11
, pp. 1134-1142
-
-
Valiant, L.1
|