-
1
-
-
0027802035
-
Scale-sensitive dimensions, uniform convergence, and learnability
-
N. Alon, S. Ben-David, N. Cesa-Bianchi, and D. Haussler, Scale-sensitive dimensions, uniform convergence, and learnability, in "Proc. 34th IEEE Symposium on Foundations of Computer Science, 1993," pp. 292-301.
-
Proc. 34th IEEE Symposium on Foundations of Computer Science, 1993
, pp. 292-301
-
-
Alon, N.1
Ben-David, S.2
Cesa-Bianchi, N.3
Haussler, D.4
-
3
-
-
0027599793
-
Universal approximation bounds for superpositions of a sigmoidal function
-
May
-
A. Barron, Universal approximation bounds for superpositions of a sigmoidal function, IEEE Trans. Inform. Theory 39, No. 3 (May 1993), 930-945.
-
(1993)
IEEE Trans. Inform. Theory
, vol.39
, Issue.3
, pp. 930-945
-
-
Barron, A.1
-
4
-
-
84955592917
-
Fat-shattering and the learnability of real-valued functions
-
P. Bartlett, P. Long, and R. Williamson, Fat-shattering and the learnability of real-valued functions, in "Proc. 7th Annual ACM Conference on Computational Learning Theory, 1994," pp. 299-310.
-
Proc. 7th Annual ACM Conference on Computational Learning Theory, 1994
, pp. 299-310
-
-
Bartlett, P.1
Long, P.2
Williamson, R.3
-
5
-
-
0001160588
-
What size net gives valide generalization?
-
E. B. Baum and D. Haussler, What size net gives valide generalization?, Neural Comput. 1 (1989), 151-160.
-
(1989)
Neural Comput.
, vol.1
, pp. 151-160
-
-
Baum, E.B.1
Haussler, D.2
-
6
-
-
0024750852
-
Learn-ability and the Vapnik-Chervonenkis dimension
-
A. Blumer, A. Ehrenfeucht, D. Haussler, and M. Warmuth, Learn-ability and the Vapnik-Chervonenkis dimension, Assoc. Comput. Machin. 36, No. 4 (1989), 929-965.
-
(1989)
Assoc. Comput. Machin.
, vol.36
, Issue.4
, pp. 929-965
-
-
Blumer, A.1
Ehrenfeucht, A.2
Haussler, D.3
Warmuth, M.4
-
7
-
-
85030036919
-
-
Tech. Rep. 1251, Institute for Mathematics and Its Applications, University of Minnesota, Minneapolis, MN 55455, Sep.
-
M. Donahue, L. Gurvits, C. Darken, and E. Sontag, "Rates of Convex Approximations in Non-Hilbert Spaces," Tech. Rep. 1251, Institute for Mathematics and Its Applications, University of Minnesota, Minneapolis, MN 55455, Sep. 1994.
-
(1994)
Rates of Convex Approximations in Non-Hilbert Spaces
-
-
Donahue, M.1
Gurvits, L.2
Darken, C.3
Sontag, E.4
-
8
-
-
0000421687
-
Central limit theorems for empirical measures
-
R. M. Dudley, Central limit theorems for empirical measures, Ann. Probab. 6, No. 6 (1978), 899-929.
-
(1978)
Ann. Probab.
, vol.6
, Issue.6
, pp. 899-929
-
-
Dudley, R.M.1
-
9
-
-
0001605679
-
Universal Donsker classes and metric entropy
-
R. M. Dudley, Universal Donsker classes and metric entropy, Ann. Probab. 15, No. 4 (1987), 1306-1326.
-
(1987)
Ann. Probab.
, vol.15
, Issue.4
, pp. 1306-1326
-
-
Dudley, R.M.1
-
12
-
-
0002192516
-
Decision theoretic generalizations of the PAC model for neural nets and other learning applications
-
D. Haussler, Decision theoretic generalizations of the PAC model for neural nets and other learning applications, Inform. and Comput. 100 (1992), 78-150.
-
(1992)
Inform. and Comput.
, vol.100
, pp. 78-150
-
-
Haussler, D.1
-
13
-
-
0028460231
-
Efficient distribution-free learning of probabilistic concepts
-
M. Kearns and R. Schapire, Efficient distribution-free learning of probabilistic concepts, J. Comput. System Sci. 48, No. 3 (1994), 464-497.
-
(1994)
J. Comput. System Sci.
, vol.48
, Issue.3
, pp. 464-497
-
-
Kearns, M.1
Schapire, R.2
-
14
-
-
84963049054
-
Vapnik-Chervonenkis classes of definable sets
-
M. Laskowski, Vapnik-Chervonenkis classes of definable sets, J. London Math. Soc. 45, No. 2 (1992), 377-384.
-
(1992)
J. London Math. Soc.
, vol.45
, Issue.2
, pp. 377-384
-
-
Laskowski, M.1
-
16
-
-
0002361040
-
Discrepancy and approximation for bounded VC-dimension
-
J. Matousek, E. Welzl, and L. Wernisch, Discrepancy and approximation for bounded VC-dimension, Combinatorica 13, No. 4 (1993), 455-466.
-
(1993)
Combinatorica
, vol.13
, Issue.4
, pp. 455-466
-
-
Matousek, J.1
Welzl, E.2
Wernisch, L.3
-
17
-
-
0000579826
-
U-processes: Rates of convergences
-
D. Nolan and D. Pollard, U-processes: Rates of convergences, Ann. Statist. 15, No. 2 (1987), 780-799.
-
(1987)
Ann. Statist.
, vol.15
, Issue.2
, pp. 780-799
-
-
Nolan, D.1
Pollard, D.2
-
18
-
-
0004206815
-
-
Van Nostrand Mathematical Studies, Van Nostrand, New York
-
R. Phelps, "Lectures on Choquet's Theorem," Van Nostrand Mathematical Studies, Van Nostrand, New York, 1966.
-
(1966)
Lectures on Choquet's Theorem
-
-
Phelps, R.1
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