Learnability in Hilbert spaces with reproducing kernels

Journal of Complexity

Volumn 18, Issue 1, 2002, Pages 152-170

  Mendelson, Shahar ^a  

^a HEBREW UNIVERSITY OF JERUSALEM   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0036230319     PISSN: 0885064X     EISSN: None     Source Type: Journal    
DOI: 10.1006/jcom.2001.0586     Document Type: Article

References (18)

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2. Scale sensitive dimensions, uniform convergence and learnability
3. More theorems about scale sensitive dimensions and learnability
4. "A Course on Empirical Processes"
5. "Uniform Central Limit Theorems"
6. Uniform and universal Glivenko-Cantelli classes
7. "Elliptic Partial Differential Equations of Second Order"
8. A note on a scale sensitive dimension of bounded linear functionals in Banach spaces
9. "Introduction to Banach Spaces [II]"
10. Efficient distribution-free learning of probabilistic concepts
11. "Classical Banach Spaces"
12. Probabilistic methods in the geometry of Banach spaces
13. "Integral Transforms, Reproducing Kernels and Their Applications"
14. "Banach-Mazur Distance and Finite-Dimensional Operator Ideals"
15. "Weak Convergence and Empirical Processes"
16. "Statistical Learning
17. On the size of convex hulls of small sets
18. Geometric methods in the analysis of Glivenko-Cantelli classes