-
1
-
-
0032361270
-
Complexity theoretic hardness results for query learning
-
Aizenstein H., Hegedus T., Hellerstein L., Pitt L. Complexity theoretic hardness results for query learning. Comput. Complexity. 7:(1):1998;19-53.
-
(1998)
Comput. Complexity
, vol.7
, Issue.1
, pp. 19-53
-
-
Aizenstein, H.1
Hegedus, T.2
Hellerstein, L.3
Pitt, L.4
-
2
-
-
0029321655
-
On the learnability of disjunctive normal form formulas
-
Aizenstein H., Pitt L. On the learnability of disjunctive normal form formulas. Machine Learning. 19:(3):1995;183-208.
-
(1995)
Machine Learning
, vol.19
, Issue.3
, pp. 183-208
-
-
Aizenstein, H.1
Pitt, L.2
-
3
-
-
0024750852
-
Learnability and the vapnik-chervonenkis dimension
-
Blumer A., Ehrenfeucht A., Haussler D., Warmuth M.K. Learnability and the Vapnik-Chervonenkis dimension. J. ACM. 36:(4):1989;929-965.
-
(1989)
J. ACM
, vol.36
, Issue.4
, pp. 929-965
-
-
Blumer, A.1
Ehrenfeucht, A.2
Haussler, D.3
Warmuth, M.K.4
-
5
-
-
0032596517
-
Efficient read-restricted monotone CNF/DNF dualization by learning with membership queries
-
Domingo C., Mishra N., Pitt L. Efficient read-restricted monotone CNF/DNF dualization by learning with membership queries. Machine Learning. 37:(1):1999;89-110.
-
(1999)
Machine Learning
, vol.37
, Issue.1
, pp. 89-110
-
-
Domingo, C.1
Mishra, N.2
Pitt, L.3
-
6
-
-
0000251093
-
Identifying the minimal transversals of a hypergraph and related problems
-
Eiter T., Gottlob G. Identifying the minimal transversals of a hypergraph and related problems. SIAM J. Comput. 24:(6):1995;1278-1304.
-
(1995)
SIAM J. Comput.
, vol.24
, Issue.6
, pp. 1278-1304
-
-
Eiter, T.1
Gottlob, G.2
-
7
-
-
0038049065
-
New results on monotone dualization and generating hypergraph transversals
-
Eiter T., Gottlob G., Makino K. New results on monotone dualization and generating hypergraph transversals. SIAM J. Comput. 32:(2):2003;514-537.
-
(2003)
SIAM J. Comput.
, vol.32
, Issue.2
, pp. 514-537
-
-
Eiter, T.1
Gottlob, G.2
Makino, K.3
-
9
-
-
0000039971
-
On the complexity of dualization of monotone disjunctive normal forms
-
Fredman M., Khachiyan L. On the complexity of dualization of monotone disjunctive normal forms. J. Algorithms. 21:(3):1996;618-628.
-
(1996)
J. Algorithms
, vol.21
, Issue.3
, pp. 618-628
-
-
Fredman, M.1
Khachiyan, L.2
-
11
-
-
0024082469
-
Quantifying inductive bias: AI learning algorithms and valiant's learning framework
-
Haussler D. Quantifying inductive bias: AI learning algorithms and Valiant's learning framework. Artificial Intelligence. 36:1988;177-221.
-
(1988)
Artificial Intelligence
, vol.36
, pp. 177-221
-
-
Haussler, D.1
-
12
-
-
2542455833
-
Learning conjunctive concepts in structural domains
-
Haussler D. Learning conjunctive concepts in structural domains. Machine Learning. 4:(1):1989;7-40.
-
(1989)
Machine Learning
, vol.4
, Issue.1
, pp. 7-40
-
-
Haussler, D.1
-
13
-
-
0026993172
-
Polynomial-time learning with version spaces
-
San Jose, CA, MIT Press, Cambridge, MA
-
Hirsh H. Polynomial-time learning with version spaces. Proc. AAAI-92, San Jose, CA. 1992;117-122 MIT Press, Cambridge, MA.
-
(1992)
Proc. AAAI-92,
, pp. 117-122
-
-
Hirsh, H.1
-
14
-
-
0028530086
-
Generalizing version spaces
-
Hirsh H. Generalizing version spaces. Machine Learning. 17:(1):1994;5-46.
-
(1994)
Machine Learning
, vol.17
, Issue.1
, pp. 5-46
-
-
Hirsh, H.1
-
15
-
-
2442680568
-
Demand networks: An alternative representation of version spaces
-
Department of Computer and Systems Sciences, The Royal Institute of Technology and Stockholm University
-
P. Idestam-Almquist, Demand networks: An alternative representation of version spaces, SYSLAB Report 75, Department of Computer and Systems Sciences, The Royal Institute of Technology and Stockholm University, 1989.
-
(1989)
SYSLAB Report
, vol.75
-
-
Idestam-Almquist, P.1
-
18
-
-
0000203994
-
Generating all maximal independent sets: NP-hardness and polynomial-time algorithms
-
Lawler E., Lenstra J., Rinnooy Kan A. Generating all maximal independent sets: NP-hardness and polynomial-time algorithms. SIAM J. Comput. 9:(3):1980;558-565.
-
(1980)
SIAM J. Comput.
, vol.9
, Issue.3
, pp. 558-565
-
-
Lawler, E.1
Lenstra, J.2
Rinnooy Kan, A.3
-
19
-
-
0141955973
-
Programming by demonstration using version space algebra
-
Lau T., Wolfman S., Domingos P., Weld D. Programming by demonstration using version space algebra. Machine Learning. 53:(1-2):2003;111-156.
-
(2003)
Machine Learning
, vol.53
, Issue.1-2
, pp. 111-156
-
-
Lau, T.1
Wolfman, S.2
Domingos, P.3
Weld, D.4
-
20
-
-
0000531852
-
Generalization as search
-
Mitchell T.M. Generalization as search. Art. Int. 18:1982;203-226.
-
(1982)
Art. Int.
, vol.18
, pp. 203-226
-
-
Mitchell, T.M.1
-
22
-
-
0026980836
-
Classifier learning from noisy data as probabilistic evidence combination
-
San Jose, CA, MIT Press, Cambridge, MA
-
Norton S.W., Hirsh H. Classifier learning from noisy data as probabilistic evidence combination. Proc. AAAI-92, San Jose, CA. 1992;141-146 MIT Press, Cambridge, MA.
-
(1992)
Proc. AAAI-92
, pp. 141-146
-
-
Norton, S.W.1
Hirsh, H.2
-
23
-
-
0024092215
-
Computational limitations on learning from examples
-
Pitt L., Valiant L. Computational limitations on learning from examples. J. ACM. 35:1988;965-984.
-
(1988)
J. ACM
, vol.35
, pp. 965-984
-
-
Pitt, L.1
Valiant, L.2
-
24
-
-
1442267080
-
Learning decision lists
-
Rivest R.L. Learning decision lists. Machine Learning. 2:(3):1987;229-246.
-
(1987)
Machine Learning
, vol.2
, Issue.3
, pp. 229-246
-
-
Rivest, R.L.1
-
25
-
-
2442659298
-
-
PhD Thesis, University of Southern California, Computer Science Department, December
-
B. Smith, Induction as knowledge integration, PhD Thesis, University of Southern California, Computer Science Department, December 1995.
-
(1995)
Induction as Knowledge Integration
-
-
Smith, B.1
-
26
-
-
0026981853
-
Query by committee
-
D. Haussler (Ed.), Pittsburgh, PA, ACM Press, New York
-
Seung H.S., Opper M., Sompolinsky H. Query by committee. Haussler D. Proceedings of the 5th Annual ACM Workshop on Computational Learning Theory, Pittsburgh, PA. 1992;287-294 ACM Press, New York.
-
(1992)
Proceedings of the 5th Annual ACM Workshop on Computational Learning Theory
, pp. 287-294
-
-
Seung, H.S.1
Opper, M.2
Sompolinsky, H.3
-
27
-
-
0010268518
-
Incremental non-backtracking focusing: A polynomially bounded generalization algorithm for version spaces
-
Boston, MA
-
Smith B.D., Rosenbloom P.S. Incremental non-backtracking focusing: A polynomially bounded generalization algorithm for version spaces. Proc. AAAI-90, Boston, MA. 1990;848-853.
-
(1990)
Proc. AAAI-90
, pp. 848-853
-
-
Smith, B.D.1
Rosenbloom, P.S.2
-
29
-
-
0000142982
-
The complexity of enumeration and reliability problems
-
Valiant L.G. The complexity of enumeration and reliability problems. SIAM J. Comput. 8:(3):1979;410-421.
-
(1979)
SIAM J. Comput.
, vol.8
, Issue.3
, pp. 410-421
-
-
Valiant, L.G.1
-
30
-
-
0141877510
-
A version space approach to learning context-free grammars
-
VanLehn K., Ball W. A version space approach to learning context-free grammars. Machine Learning. 2:(1):1987;39-74.
-
(1987)
Machine Learning
, vol.2
, Issue.1
, pp. 39-74
-
-
Vanlehn, K.1
Ball, W.2
|