SCOPUS 정보 검색 플랫폼

Volumn 12, Issue 4, 2000, Pages 795-809

Exponential or polynomial learning curves? Case-based studies

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0039178101 PISSN: 08997667 EISSN: None Source Type: Journal
DOI: 10.1162/089976600300015592 Document Type: Article

Times cited : (7)

References (11)

1
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- Cohn, D.¹ Tesauro, G.²

2
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- Unpublished doctoral dissertation, University of Electro-Communications, Tokyo
- Gu, H. (1997). Towards a practically applicable theory of learning curves in neural networks. Unpublished doctoral dissertation, University of Electro-Communications, Tokyo.
- (1997) Towards a Practically Applicable Theory of Learning Curves in Neural Networks
- Gu, H.¹

3
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- Towards more practical average bounds on supervised learning
- Gu, H., & Takahashi, H. (1996). Towards more practical average bounds on supervised learning. IEEE Transactions on Neural Networks, 7, 953-968.
- (1996) IEEE Transactions on Neural Networks , vol.7 , pp. 953-968
- Gu, H.¹ Takahashi, H.²

4
- 0031213726
- Estimating learning curves of concept learning
- Gu, H., & Takahashi, H. (1997). Estimating learning curves of concept learning. Neural Networks, 10, 1089-1102.
- (1997) Neural Networks , vol.10 , pp. 1089-1102
- Gu, H.¹ Takahashi, H.²

5
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- Rigorous learning curve from statistical mechanics
- Haussler, D., Seung, H. S., Kearns, M., & Tishby, N. (1994). Rigorous learning curve from statistical mechanics. In Proc. 7th Annu. ACM Workshop on Comput. Learning Theory (COLT) (pp. 76-87).
- (1994) Proc. 7th Annu. ACM Workshop on Comput. Learning Theory (COLT) , pp. 76-87
- Haussler, D.¹ Seung, H.S.² Kearns, M.³ Tishby, N.⁴

6
- 0025670892
- The multilayer perceptron as an approximation to a Bayes optimal discriminant function
- Ruck, D. W., Rogers, S. K., Kabriskey, M., Oxley, M. E., & Suter, B. W. (1990). The multilayer perceptron as an approximation to a Bayes optimal discriminant function. IEEE Trans. Neural Networks, 1, 296-298.
- (1990) IEEE Trans. Neural Networks , vol.1 , pp. 296-298
- Ruck, D.W.¹ Rogers, S.K.² Kabriskey, M.³ Oxley, M.E.⁴ Suter, B.W.⁵

7
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- Exhaustive learning
- Schwartz, D. B., Samalam, V. K., Solla, S. A., & Denker, J. S. (1990). Exhaustive learning. Neural Computation, 2, 374-385.
- (1990) Neural Computation , vol.2 , pp. 374-385
- Schwartz, D.B.¹ Samalam, V.K.² Solla, S.A.³ Denker, J.S.⁴

8
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- A tight bound on concept learning
- Takahashi, H., & Gu, H. (1998). A tight bound on concept learning. IEEE Transactions on Neural Networks, 9, 1191-1202.
- (1998) IEEE Transactions on Neural Networks , vol.9 , pp. 1191-1202
- Takahashi, H.¹ Gu, H.²

9
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- Consistent inference of probabilities in layered networks: Predictions and generalizations
- Tishby, N., Levin, E., & Solla, S. (1989). Consistent inference of probabilities in layered networks: Predictions and generalizations. IJCNN Proc., 2, 403-409.
- (1989) IJCNN Proc. , vol.2 , pp. 403-409
- Tishby, N.¹ Levin, E.² Solla, S.³

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- Neural network classification: A Bayesian interpretation
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- Wang, E.¹

11
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- The statistical mechanics of learning a rule
- Watkin, T. L. H., Rau, A., & Biehl, M. (1993). The statistical mechanics of learning a rule. Rev. Mod. Phys., 65, 499-556.
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- Watkin, T.L.H.¹ Rau, A.² Biehl, M.³

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