-
1
-
-
0000759079
-
The adatron: An adaptive perceptron algorithm
-
J. K. Anlauf and M. Biehl, "The adatron: An adaptive perceptron algorithm," Europhys. Lett., vol. 10, no. 7, pp. 687-692, 1989.
-
(1989)
Europhys. Lett.
, vol.10
, Issue.7
, pp. 687-692
-
-
Anlauf, J.K.1
Biehl, M.2
-
2
-
-
0014554237
-
An efficient computational procedure for a generalized quadratic programming problem
-
R. O. Barr, "An efficient computational procedure for a generalized quadratic programming problem," SIAM J. Contr., vol. 7, no. 3, pp. 415-429, 1969.
-
(1969)
SIAM J. Contr.
, vol.7
, Issue.3
, pp. 415-429
-
-
Barr, R.O.1
-
3
-
-
0004041053
-
-
Dept. Math. Sci., Rennselaer Polytechnic Inst., Troy, NY, Tech. Rep.
-
[3 ] R. Bennett and E. J. Bredensteiner, "Geometry in Learning," Dept. Math. Sci., Rennselaer Polytechnic Inst., Troy, NY, Tech. Rep., 1996.
-
(1996)
Geometry in Learning
-
-
Bennett, R.1
Bredensteiner, E.J.2
-
4
-
-
0026860799
-
Robust linear programming discrimination of two linearly inseparable sets
-
R. Bennett and O. L. Mangasarian, "Robust linear programming discrimination of two linearly inseparable sets," Optimization Methods and Software, vol. 1, pp. 23-34, 1992.
-
(1992)
Optimization Methods and Software
, vol.1
, pp. 23-34
-
-
Bennett, R.1
Mangasarian, O.L.2
-
5
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
C. J. C. Burges, "A tutorial on support vector machines for pattern recognition," Data Mining and Knowledge Discovery, vol. 2, no. 2, 1998.
-
(1998)
Data Mining and Knowledge Discovery
, vol.2
, Issue.2
-
-
Burges, C.J.C.1
-
6
-
-
34249753618
-
Support vector networks
-
C. Cortes and V. Vapnik, "Support vector networks," Machine Learning, vol. 20, pp. 273-297, 1995.
-
(1995)
Machine Learning
, vol.20
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
8
-
-
0000897328
-
The kernel adatron algorithm: A fast and simple learning procedure for support vector machines
-
San Mateo, CA
-
T. T. Frieß, N. Cristianini, and C. Campbell, "The kernel adatron algorithm: A fast and simple learning procedure for support vector machines," in Proc. 15th Int. Conf. Machine Learning, San Mateo, CA, 1998.
-
(1998)
Proc.
, vol.15
-
-
Frieß, T.T.1
Cristianini, N.2
Campbell, C.3
-
9
-
-
0010252093
-
-
Univ. Sheffield, Dept. Automat. Contr. Syst. Eng., Sheffield, U.K., Tech. Rep.
-
T. T. Frieß, "Support Vector Networks: The Kernel Adatron with Bias and Soft-Margin," Univ. Sheffield, Dept. Automat. Contr. Syst. Eng., Sheffield, U.K., Tech. Rep., 1998.
-
(1998)
Support Vector Networks: The Kernel Adatron with Bias and Soft-Margin
-
-
Frieß, T.T.1
-
10
-
-
0002274728
-
Minimizing the quadratic form on a convex set
-
E. G. Gilbert, "Minimizing the quadratic form on a convex set," SIAM J. Contr., vol. 4, pp. 61-79, 1966.
-
(1966)
SIAM J. Contr.
, vol.4
, pp. 61-79
-
-
Gilbert, E.G.1
-
11
-
-
0023998710
-
A fast procedure for computing the distance between complex objects in three dimensional space
-
E. G. Gilbert, D. W. Johnson, and S. S. Keerthi, "A fast procedure for computing the distance between complex objects in three dimensional space," IEEE J. Robot. Automat., vol. 4, pp. 193-203, 1988.
-
(1988)
IEEE J. Robot. Automat.
, vol.4
, pp. 193-203
-
-
Gilbert, E.G.1
Johnson, D.W.2
Keerthi, S.S.3
-
12
-
-
0002714543
-
Making large-scale support vector machine learning practical
-
B. Schölkopf, C. Burges, and A. Smola, Eds. Cambridge, MA: MIT Press, Dec.
-
T. Joachims, "Making large-scale support vector machine learning practical," in Advances in Kernel Methods: Support Vector Machines, B. Schölkopf, C. Burges, and A. Smola, Eds. Cambridge, MA: MIT Press, Dec. 1998.
-
(1998)
Advances in Kernel Methods: Support Vector Machines
-
-
Joachims, T.1
-
13
-
-
0001559380
-
Solving the quadratic programming problem arising in support vector classification
-
B. Schölkopf, C. Burges, and A. Smola, Eds. Cambodge, MA: MIT Press, Dec.
-
L. Kaufman, "Solving the quadratic programming problem arising in support vector classification," in Advances in Kernel Methods: Support Vector Machines, B. Schölkopf, C. Burges, and A. Smola, Eds. Cambodge, MA: MIT Press, Dec. 1998.
-
(1998)
Advances in Kernel Methods: Support Vector Machines
-
-
Kaufman, L.1
-
14
-
-
0003601207
-
-
Mar. Intell. Syst. Lab., Dept. Comput. Sci. Automat., Indian Inst. Sci., Bangalore, Karnataka, India. [Online]
-
S. S. Keerthi, S. K. Shevade, C. Bhattacharyya, and K. R. K. Murthy. (1999, Mar.) A Fast Iterative Nearest Point Algorithm for Support Vector Machine Classifier Design. Intell. Syst. Lab., Dept. Comput. Sci. Automat., Indian Inst. Sci., Bangalore, Karnataka, India. [Online]. Available: http://guppy.mpe.nus.edu.sg/∼mpessk
-
(1999)
A Fast Iterative Nearest Point Algorithm for Support Vector Machine Classifier Design
-
-
Keerthi, S.S.1
Shevade, S.K.2
Bhattacharyya, C.3
Murthy, K.R.K.4
-
17
-
-
0022113717
-
On fast computation of distance between line segments
-
V. J. Lumelsky, "On fast computation of distance between line segments," Inform. Processing Lett., vol. 21, pp. 55-61, 1985.
-
(1985)
Inform. Processing Lett.
, vol.21
, pp. 55-61
-
-
Lumelsky, V.J.1
-
18
-
-
0016025580
-
Finding the point of a polyhedron closest to the origin
-
B. F. Mitchell, V. F. Dem'yanov, and V. N. Malozemov, "Finding the point of a polyhedron closest to the origin," SIAM J. Contr., vol. 12, pp. 19-26, 1974.
-
(1974)
SIAM J. Contr.
, vol.12
, pp. 19-26
-
-
Mitchell, B.F.1
Dem'Yanov, V.F.2
Malozemov, V.N.3
-
19
-
-
0010225644
-
-
Computer Sciences Dept., University of Wisconsin, Madison, WI, Tech. Rep.
-
O. L. Mangasarian and D. R. Musicant, "Successive Overrelaxation for Support Vector Machines," Computer Sciences Dept., University of Wisconsin, Madison, WI, Tech. Rep., 1998.
-
(1998)
Successive Overrelaxation for Support Vector Machines
-
-
Mangasarian, O.L.1
Musicant, D.R.2
-
20
-
-
0003120218
-
Fast training of support vector machines using sequential minimal optimization
-
B. Schölkopf, C. Burges, and A. Smola, Eds. Cambridge, MA: MIT Press, Dec.
-
J. C. Platt, "Fast training of support vector machines using sequential minimal optimization," in Advances in Kernel Methods: Support Vector Machines, B. Schölkopf, C. Burges, and A. Smola, Eds. Cambridge, MA: MIT Press, Dec. 1998.
-
(1998)
Advances in Kernel Methods: Support Vector Machines
-
-
Platt, J.C.1
-
22
-
-
0026995595
-
Computation of certain measures of proximity between convex polytopes: A complexity viewpoint
-
Nice, France
-
N. K. Sancheti and S. S. Keerthi, "Computation of certain measures of proximity between convex polytopes: A complexity viewpoint," in Proc. IEEE Int. Conf. Robot. Automat., Nice, France, 1992, pp. 2508-2513.
-
(1992)
Proc. IEEE Int. Conf. Robot. Automat.
, pp. 2508-2513
-
-
Sancheti, N.K.1
Keerthi, S.S.2
-
23
-
-
0003401675
-
-
Royal Holloway College, London, U.K., NeuroCOLT Tech. Rep. TR-1998-030
-
A. J. Smola and B. Schölkopf, "A Tutorial on Support Vector Regression," Royal Holloway College, London, U.K., NeuroCOLT Tech. Rep. TR-1998-030, 1998.
-
(1998)
A Tutorial on Support Vector Regression
-
-
Smola, A.J.1
Schölkopf, B.2
-
24
-
-
33747782548
-
-
Online
-
Two Spirals Data [Online]. Available: ftp://ftp.boltz.cs.cmu.edu/ pub/neural-bench/bench/two-spirals-v1.0.tar.gz
-
Two Spirals Data
-
-
-
28
-
-
0004305250
-
-
Online
-
Wisconsin Breast Cancer Data [Online]. Available: ftp://128.195.1.46/pub/machine-learning-databases/breast-cancer-wisconsin/
-
Wisconsin Breast Cancer Data
-
-
-
29
-
-
34250385434
-
Finding the nearest point in a polytope
-
P. Wolfe, "Finding the nearest point in a polytope," Math. Programming, vol. 11, pp. 128-149, 1976.
-
(1976)
Math. Programming
, vol.11
, pp. 128-149
-
-
Wolfe, P.1
|