SCOPUS 정보 검색 플랫폼

Advances in Neural Information Processing Systems

Volumn , Issue , 2000, Pages 342-348

The entropy regularization information criterion

(4) Smola, Alex J a Shawe Taylor, John b Schölkopf, Bernhard c Williamson, Robert C a

a AUSTRALIAN NATIONAL UNIVERSITY (Australia)

b UNIVERSITY OF LONDON (United Kingdom)

c MICROSOFT RESEARCH (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EIGENVALUES AND EIGENFUNCTIONS;

ADDITIVE MODELS; BASIS FUNCTIONS; CAPACITY CONTROL; DATA DEPENDENT; FUNCTION EXPANSION; INFORMATION CRITERION; REGULARIZATION METHODS; UNIFORM CONVERGENCE;

ENTROPY;

EID: 84881055768 PISSN: 10495258 EISSN: None Source Type: Conference Proceeding
DOI: None Document Type: Conference Paper

Times cited : (1)

References (9)

1
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- (1997) J of the ACM , vol.44 , Issue.4 , pp. 615-631
- Alon, N.¹ Ben-David, S.² Cesa-Bianchi, N.³ Haussler, D.⁴

2
- 0004148979
- Cambridge University Press, Cambridge, UK
- B. Carl and I. Stephani. Entropy, compactness, and the approximation of operators. Cambridge University Press, Cambridge, UK, 1990.
- (1990) Entropy, Compactness, and the Approximation of Operators
- Carl, B.¹ Stephani, I.²

3
- 0004134624
- Technical Report 479 Department of Statistics Stanford University
- S. Chen, D. Donoho, and M. Saunders. Atomic decomposition by basis pursuit. Technical Report 479, Department of Statistics, Stanford University, 1995.
- (1995) Atomic Decomposition by Basis Pursuit
- Chen, S.¹ Donoho, D.² Saunders, M.³

4
- 0001219859
- Regularization theory and neural networks architectures
- F. Girosi, M. Jones, and T. Poggio. Regularization theory and neural networks architectures. Neural Computation, 7:219-269,1995.
- (1995) Neural Computation , vol.7 , pp. 219-269
- Girosi, F.¹ Jones, M.² Poggio, T.³

5
- 0004151494
- Cambridge University Press, Cambridge
- R. A. Horn and C. R. Johnson. Matrix Analysis. Cambridge University Press, Cambridge, 1992.
- (1992) Matrix Analysis
- Horn, R.A.¹ Johnson, C.R.²

6
- 25944458218
- Generalization bounds via eigenvalues of the gram matrix
- University of London, UK
- B. Schölkopf, J. Shawe-Taylor, A. J. Smola, and R. C. Williamson. Generalization bounds via eigenvalues of the gram matrix. Technical Report NC-TR-99-035, Neuro-Colt2, University of London, UK, 1999.
- (1999) Technical Report NC-TR-99-035, Neuro-Colt2
- Schölkopf, B.¹ Shawe-Taylor, J.² Smola, A.J.³ Williamson, R.C.⁴

7
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- Generalization performance of classifiers in terms of observed covering numbers
- J. Shawe-Taylor and R. C. Williamson. Generalization performance of classifiers in terms of observed covering numbers. In Proc. EUROCOLT99, 1999.
- (1999) Proc. EUROCOLT99
- Shawe-Taylor, J.¹ Williamson, R.C.²

8
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- Generalization performance of regularization networks and support vector machines via entropy numbers of compact operators
- Royal Holloway College
- R. C. Williamson, A. J. Smola, and B. Scholkopf. Generalization performance of regularization networks and support vector machines via entropy numbers of compact operators. NeuroCOLTNC-TR-98-019, Royal Holloway College, 1998.
- (1998) NeuroCOLTNC-TR-98-019
- Williamson, R.C.¹ Smola, A.J.² Scholkopf, B.³

9
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- Typescript
- R. C. Williamson, A. J. Smola, and B. Scholkopf. A Maximum Margin Miscellany. Typescript, 1999.
- (1999) A Maximum Margin Miscellany
- Williamson, R.C.¹ Smola, A.J.² Scholkopf, B.³

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.