-
3
-
-
5844297152
-
Theory of reproducing kernels
-
N. Aronszajn Theory of reproducing kernels Trans. Amer. Math. Soc. 68 1950 337 404
-
(1950)
Trans. Amer. Math. Soc.
, vol.68
, pp. 337-404
-
-
Aronszajn, N.1
-
8
-
-
51249192978
-
Sur les fonctions abolument monotones
-
S.N. Bernstein Sur les fonctions abolument monotones Acta Math. 52 1928 1 66
-
(1928)
Acta Math.
, vol.52
, pp. 1-66
-
-
Bernstein, S.N.1
-
9
-
-
0001303543
-
Monotone funktionen, stieltjes integrale und harmonische Analyse
-
S. Bochner Monotone funktionen, stieltjes integrale und harmonische Analyse Math. Ann. 108 1933 378 410
-
(1933)
Math. Ann.
, vol.108
, pp. 378-410
-
-
Bochner, S.1
-
10
-
-
0011109840
-
Linear functionals on certain spaces of abstractly-valued functions
-
S. Bochner, and A.E. Taylor Linear functionals on certain spaces of abstractly-valued functions Ann. of Math. 39 1938 913 944
-
(1938)
Ann. of Math.
, vol.39
, pp. 913-944
-
-
Bochner, S.1
Taylor, A.E.2
-
16
-
-
33646392997
-
QP algorithms with guaranteed accuracy and run time for support vector machines
-
D. Hush, P. Kelly, C. Scovel, and I. Steinwart QP algorithms with guaranteed accuracy and run time for support vector machines J. Mach. Learn. Res. 7 2006 733 769
-
(2006)
J. Mach. Learn. Res.
, vol.7
, pp. 733-769
-
-
Hush, D.1
Kelly, P.2
Scovel, C.3
Steinwart, I.4
-
17
-
-
0037399781
-
Polynomial-time decomposition algorithms for support vector machines
-
D. Hush, and C. Scovel Polynomial-time decomposition algorithms for support vector machines Mach. Learn. 51 2003 51 71
-
(2003)
Mach. Learn.
, vol.51
, pp. 51-71
-
-
Hush, D.1
Scovel, C.2
-
20
-
-
33847123716
-
General polynomial time decomposition algorithms
-
N. List, and H.U. Simon General polynomial time decomposition algorithms J. Mach. Learn. Res. 8 2007 303 321
-
(2007)
J. Mach. Learn. Res.
, vol.8
, pp. 303-321
-
-
List, N.1
Simon, H.U.2
-
22
-
-
0242321167
-
On properly positive Hermitian matrices
-
E.H. Moore On properly positive Hermitian matrices Bull. Amer. Math. Soc. 23 1916 59
-
(1916)
Bull. Amer. Math. Soc.
, vol.23
, pp. 59
-
-
Moore, E.H.1
-
25
-
-
0001743201
-
Metric spaces and completely monotone functions
-
I.J. Schoenberg Metric spaces and completely monotone functions Ann. of Math. 39 1938 811 841
-
(1938)
Ann. of Math.
, vol.39
, pp. 811-841
-
-
Schoenberg, I.J.1
-
26
-
-
34547917144
-
Performance measures for NeymanPearson classification
-
C. Scott Performance measures for NeymanPearson classification IEEE Trans. Inform. Theory 55 8 2007 2852 2863
-
(2007)
IEEE Trans. Inform. Theory
, vol.55
, Issue.8
, pp. 2852-2863
-
-
Scott, C.1
-
27
-
-
78049463159
-
A NeymanPearson approach to statistical learning
-
C. Scott, and R. Nowak A NeymanPearson approach to statistical learning IEEE Trans. Signal Process. 52 2005 2264 2274
-
(2005)
IEEE Trans. Signal Process.
, vol.52
, pp. 2264-2274
-
-
Scott, C.1
Nowak, R.2
-
28
-
-
0004225404
-
-
2 edition Springer-Verlag New York
-
A.N. Shiryaev Probability 2 edition 1984 Springer-Verlag New York
-
(1984)
Probability
-
-
Shiryaev, A.N.1
-
30
-
-
51049122462
-
A new concentration result for regularized risk minimizers
-
High Dimensional Probability: Proceedings of the Fourth International Conference, Beachwood, Ohio, USA
-
I. Steinwart, D. Hush, and C. Scovel A new concentration result for regularized risk minimizers E. Gin, V. Koltchinskii, W. Li, J. Zinn, High Dimensional Probability: Proceedings of the Fourth International Conference, Beachwood, Ohio, USA IMS Lecture Notes Monograph Series vol. 51 2006 260 275
-
(2006)
IMS Lecture Notes Monograph Series
, vol.51
, pp. 260-275
-
-
Steinwart, I.1
Hush, D.2
Scovel, C.3
-
32
-
-
26944444284
-
Fast rates for support vector machines
-
Proceedings of the 18th Conference on Learning Theory, COLT 2005, Bertinoro, Italy
-
I. Steinwart, and C. Scovel Fast rates for support vector machines P. Auer, R. Meir, Proceedings of the 18th Conference on Learning Theory, COLT 2005, Bertinoro, Italy Lecture Notes in Comput. Sci. vol. 3559 2005 279 294
-
(2005)
Lecture Notes in Comput. Sci.
, vol.3559
, pp. 279-294
-
-
Steinwart, I.1
Scovel, C.2
-
33
-
-
34247197035
-
Fast rates for support vector machines using Gaussian kernels
-
I. Steinwart, and C. Scovel Fast rates for support vector machines using Gaussian kernels Ann. Statist. 35 2 2007 575 607
-
(2007)
Ann. Statist.
, vol.35
, Issue.2
, pp. 575-607
-
-
Steinwart, I.1
Scovel, C.2
-
34
-
-
84972551318
-
A generalized Jensen's inequality
-
T.O. To, and Y.K. Wing A generalized Jensen's inequality Pacific J. Math. 58 1975 255 259
-
(1975)
Pacific J. Math.
, vol.58
, pp. 255-259
-
-
To, T.O.1
Wing, Y.K.2
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