Covering numbers for real-valued function classes
暂无分享,去创建一个
[1] A. Kolmogorov,et al. Entropy and "-capacity of sets in func-tional spaces , 1961 .
[2] J. Lamperti. ON CONVERGENCE OF STOCHASTIC PROCESSES , 1962 .
[3] G. Lorentz. Metric entropy and approximation , 1966 .
[4] R. A. Silverman,et al. Introductory Real Analysis , 1972 .
[5] R. Dudley. Central Limit Theorems for Empirical Measures , 1978 .
[6] R. F. Hoskins,et al. Sampling Expansions for Functions Band-Limited in the Distributional Sense , 1984 .
[7] P. Groeneboom. Some current developments in density estimation , 1985 .
[8] L. Birge. Estimating a Density under Order Restrictions: Nonasymptotic Minimax Risk , 1987 .
[9] G. Walter. Sampling Bandlimited Functions of Polynomial Growth , 1988 .
[10] David Haussler,et al. Decision Theoretic Generalizations of the PAC Model for Neural Net and Other Learning Applications , 1992, Inf. Comput..
[11] Noga Alon,et al. Scale-sensitive dimensions, uniform convergence, and learnability , 1993, Proceedings of 1993 IEEE 34th Annual Foundations of Computer Science.
[12] Philip M. Long,et al. More theorems about scale-sensitive dimensions and learning , 1995, COLT '95.
[13] David Haussler,et al. Sphere Packing Numbers for Subsets of the Boolean n-Cube with Bounded Vapnik-Chervonenkis Dimension , 1995, J. Comb. Theory, Ser. A.
[14] Peter L. Bartlett,et al. On efficient agnostic learning of linear combinations of basis functions , 1995, COLT '95.
[15] Noga Alon,et al. Scale-sensitive dimensions, uniform convergence, and learnability , 1997, JACM.
[16] David Haussler,et al. A Graph-theoretic Generalization of the Sauer-Shelah Lemma , 1998, Discret. Appl. Math..