-
1
-
-
0030679849
-
-
th ACM Symp. on Theory of Computing, pages 284-293, 1997.
-
th ACM Symp. on Theory of Computing, pages 284-293, 1997.
-
-
-
-
2
-
-
17744398476
-
-
th IEEE Symp. on Foundations of Computer Science, 2004.
-
th IEEE Symp. on Foundations of Computer Science, 2004.
-
-
-
-
3
-
-
0031119485
-
The hardness of approximate optima in lattices, codes and systems of linear equations
-
S. Arora, L. Babai, J. Stern, and E. Sweedyk. The hardness of approximate optima in lattices, codes and systems of linear equations. Journal of Computer and System Sciences, 54:317-331, 1997.
-
(1997)
Journal of Computer and System Sciences
, vol.54
, pp. 317-331
-
-
Arora, S.1
Babai, L.2
Stern, J.3
Sweedyk, E.4
-
4
-
-
0030387103
-
-
th IEEE Symp. on Foundations of Computer Science, pages 330-338, 1996.
-
th IEEE Symp. on Foundations of Computer Science, pages 330-338, 1996.
-
-
-
-
5
-
-
24144453496
-
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. Journal of the ACM, 50(4):506-519, 2003.
-
(2003)
Journal of the ACM
, vol.50
, Issue.4
, pp. 506-519
-
-
Blum, A.1
Kalai, A.2
Wasserman, H.3
-
6
-
-
0031121882
-
Learning an intersection of a constant number of halfspaces over a uniform distribution
-
A. Blum and R. Kannan. Learning an intersection of a constant number of halfspaces over a uniform distribution. Journal of Computer and System Sciences, 54(2):371-380, 1997.
-
(1997)
Journal of Computer and System Sciences
, vol.54
, Issue.2
, pp. 371-380
-
-
Blum, A.1
Kannan, R.2
-
7
-
-
0031334221
-
Selection of relevant features and examples in machine learning
-
A. Blum and P. Langley. Selection of relevant features and examples in machine learning. Artificial Intelligence, 97(1-2):245-271, 1997.
-
(1997)
Artificial Intelligence
, vol.97
, Issue.1-2
, pp. 245-271
-
-
Blum, A.1
Langley, P.2
-
8
-
-
4544368467
-
-
th International Conference on Algorithmic Learning Theory, pages 83-97, 2002.
-
th International Conference on Algorithmic Learning Theory, pages 83-97, 2002.
-
-
-
-
9
-
-
0037708179
-
On using extended statistical queries to avoid membership queries
-
N. Bshouty and V. Feldman. On using extended statistical queries to avoid membership queries. Journal of Machine Learning Research, 2:359-395, 2002.
-
(2002)
Journal of Machine Learning Research
, vol.2
, pp. 359-395
-
-
Bshouty, N.1
Feldman, V.2
-
10
-
-
38749141196
-
On Attribute Efficient and Non-adaptive Learning of Parities and DNF Expressions
-
066, preliminary version in COLT '05
-
V. Feldman. On Attribute Efficient and Non-adaptive Learning of Parities and DNF Expressions. Electronic Colloquium on Computational Complexity (ECCC), (066), 2006. (preliminary version in COLT '05).
-
(2006)
Electronic Colloquium on Computational Complexity (ECCC)
-
-
Feldman, V.1
-
11
-
-
38749110904
-
New results for learning noisy parities and halfspaces
-
V. Feldman, P. Gopalan, S. Khot, and A. K. Ponnuswami. New results for learning noisy parities and halfspaces. Electronic Colloquium on Computational Complexity (ECCC), (59), 2006.
-
(2006)
Electronic Colloquium on Computational Complexity (ECCC)
, vol.59
-
-
Feldman, V.1
Gopalan, P.2
Khot, S.3
Ponnuswami, A.K.4
-
12
-
-
85043515682
-
-
rd Annual Workshop on Computational Learning Theory, pages 202-216, 1990.
-
rd Annual Workshop on Computational Learning Theory, pages 202-216, 1990.
-
-
-
-
13
-
-
0026977019
-
-
th Annual Workshop on Computational Learning Theory, pages 391-398, 1992.
-
th Annual Workshop on Computational Learning Theory, pages 391-398, 1992.
-
-
-
-
14
-
-
84958598719
-
-
th Annual International Cryptology Conference on Advances in Cryptology, pages 105-111, London, UK, 1997. Springer-Verlag.
-
th Annual International Cryptology Conference on Advances in Cryptology, pages 105-111, London, UK, 1997. Springer-Verlag.
-
-
-
-
15
-
-
0024868772
-
-
st ACM Symp. on Theory of Computing, pages 25-32, 1989.
-
st ACM Symp. on Theory of Computing, pages 25-32, 1989.
-
-
-
-
16
-
-
35448964255
-
-
th IEEE Symp. on Foundations of Computer Science, 2006.
-
th IEEE Symp. on Foundations of Computer Science, 2006.
-
-
-
-
17
-
-
0003310528
-
Threshold circuits of bounded depth
-
A. Hajnal, W. Maass, P. Pudlak, G. Turan, and M. Szegedy. Threshold circuits of bounded depth. Journal of Computer and System Sciences, Volume 46(2):129 - 154, 1993.
-
(1993)
Journal of Computer and System Sciences
, vol.46
, Issue.2
, pp. 129-154
-
-
Hajnal, A.1
Maass, W.2
Pudlak, P.3
Turan, G.4
Szegedy, M.5
-
18
-
-
0030671781
-
-
th ACM Symp. Theory of Computing, pages 1-10, 1997. El Paso, Texas, 4-6 May 1997.
-
th ACM Symp. Theory of Computing, pages 1-10, 1997. El Paso, Texas, 4-6 May 1997.
-
-
-
-
19
-
-
0002192516
-
Decision theoretic generalizations of the PAC model for neural net and other learning applications
-
D.Haussler. Decision theoretic generalizations of the PAC model for neural net and other learning applications. Information and Computation, 100(1):78-150, 1992.
-
(1992)
Information and Computation
, vol.100
, Issue.1
, pp. 78-150
-
-
Haussler, D.1
-
20
-
-
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
-
21
-
-
33746082261
-
-
th IEEE Symp. on Foundations of Computer Science, pages 11-20, 2005.
-
th IEEE Symp. on Foundations of Computer Science, pages 11-20, 2005.
-
-
-
-
22
-
-
0027640858
-
Learning in the presence of malicious errors
-
M. Kearns and M. Li. Learning in the presence of malicious errors. SIAM Journal on Computing, 22(4):807-837, 1993.
-
(1993)
SIAM Journal on Computing
, vol.22
, Issue.4
, pp. 807-837
-
-
Kearns, M.1
Li, M.2
-
23
-
-
0001553979
-
Toward efficient agnostic learning
-
M. Kearns, R. Schapire, and L. Sellie. Toward efficient agnostic learning. Machine Learning, 17(2/3): 115-142, 1994.
-
(1994)
Machine Learning
, vol.17
, Issue.2-3
, pp. 115-142
-
-
Kearns, M.1
Schapire, R.2
Sellie, L.3
-
24
-
-
0024863228
-
-
st ACM Symp. on Theory of Computing, pages 433-444, 1989.
-
st ACM Symp. on Theory of Computing, pages 433-444, 1989.
-
-
-
-
26
-
-
0029326211
-
Cryptographic lower bounds for learnability of Boolean functions on the uniform distribution
-
M. Kharitonov. Cryptographic lower bounds for learnability of Boolean functions on the uniform distribution. Journal of Computer and System Sciences, 50(3):600-610, 1995.
-
(1995)
Journal of Computer and System Sciences
, vol.50
, Issue.3
, pp. 600-610
-
-
Kharitonov, M.1
-
27
-
-
33746347703
-
-
rd International Colloquium on Automata, Languages and Programming, pages 226-237, 2006.
-
rd International Colloquium on Automata, Languages and Programming, pages 226-237, 2006.
-
-
-
-
28
-
-
0036957227
-
-
rd IEEE Symp. on Foundations of Computer Science, pages 177-186, 2002.
-
rd IEEE Symp. on Foundations of Computer Science, pages 177-186, 2002.
-
-
-
-
29
-
-
0034825853
-
-
rd ACM Symp. on Theory of Computing, pages 258-265, 2001.
-
rd ACM Symp. on Theory of Computing, pages 258-265, 2001.
-
-
-
-
30
-
-
0038290332
-
Boosting and hard-core set construction
-
A. Klivans and R. Servedio. Boosting and hard-core set construction. Machine Learning, 51(3):217-238, 2003.
-
(2003)
Machine Learning
, vol.51
, Issue.3
, pp. 217-238
-
-
Klivans, A.1
Servedio, R.2
-
31
-
-
35348921036
-
-
th IEEE Symp. on Foundations of Computer Science, 2006.
-
th IEEE Symp. on Foundations of Computer Science, 2006.
-
-
-
-
32
-
-
38749097208
-
-
th Annual Conference on Learning Theory, 2006.
-
th Annual Conference on Learning Theory, 2006.
-
-
-
-
33
-
-
85006528164
-
-
rd; ACM Symp. Theory of Computing, pages 455-464, 1991.
-
rd; ACM Symp. Theory of Computing, pages 455-464, 1991.
-
-
-
-
34
-
-
0042496106
-
Randomness and non-determinism
-
L. Levin. Randomness and non-determinism. Journal of Symbolic Logic, 58(3):1102-1103, 1993.
-
(1993)
Journal of Symbolic Logic
, vol.58
, Issue.3
, pp. 1102-1103
-
-
Levin, L.1
-
35
-
-
0038784670
-
-
th ACM Symp. on Theory of Computing, 2003.
-
th ACM Symp. on Theory of Computing, 2003.
-
-
-
-
36
-
-
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
-
37
-
-
38749115609
-
-
th International Joint Conference on Artificial Intelligence, pages 560-566, 1985.
-
th International Joint Conference on Artificial Intelligence, pages 560-566, 1985.
-
-
-
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