-
1
-
-
0036647905
-
An error-entropy minimization algorithm for supervised training of nonlinear adaptive systems
-
Jul
-
D. Erdogmus and J. C. Principe, "An error-entropy minimization algorithm for supervised training of nonlinear adaptive systems," IEEE Trans. Signal Process., vol. 50, pp. 1780-1786, Jul. 2002.
-
(2002)
IEEE Trans. Signal Process
, vol.50
, pp. 1780-1786
-
-
Erdogmus, D.1
Principe, J.C.2
-
2
-
-
0001473437
-
On the estimation of a probability density function and the mode
-
E. Parzen, "On the estimation of a probability density function and the mode," Ann. Math. Stat., vol. 33, pp. 1065-1962.
-
Ann. Math. Stat
, vol.33
, pp. 1065-1962
-
-
Parzen, E.1
-
3
-
-
0000986833
-
Information theoretic learning
-
S. Haykin, Ed. New York: Wiley
-
J. C. Principe, D. Xu, and J. Fisher, "Information theoretic learning," in Unsupervised Adaptive Filtering, S. Haykin, Ed. New York: Wiley, 2000.
-
(2000)
Unsupervised Adaptive Filtering
-
-
Principe, J.C.1
Xu, D.2
Fisher, J.3
-
4
-
-
0036737108
-
Generalized information potential criterion for adaptive system training
-
Sept
-
D. Erdogmus and J. C. Principe, "Generalized information potential criterion for adaptive system training," Trans. Neural Netw., vol. 13, no. 5, pp. 1035-1044, Sept. 2002.
-
(2002)
Trans. Neural Netw
, vol.13
, Issue.5
, pp. 1035-1044
-
-
Erdogmus, D.1
Principe, J.C.2
-
5
-
-
14844314531
-
Beyond second-order statistics for learning: A pair-wise interaction model for entropy estimation
-
May
-
D. Erdogmus, J. C. Principe, and K. E. Hild II, "Beyond second-order statistics for learning: A pair-wise interaction model for entropy estimation," Natural Comput., vol. 1, no. 1, pp. 85-108, May 2002.
-
(2002)
Natural Comput
, vol.1
, Issue.1
, pp. 85-108
-
-
Erdogmus, D.1
Principe, J.C.2
Hild II, K.E.3
-
6
-
-
33746475260
-
Feature extraction using information-theoretic learning
-
Sep
-
K. E. Hild II, D. Erdogmus, K. Torkkola, and J. C. Principe, "Feature extraction using information-theoretic learning," Trans. Pattern Anal. Mach. Intell., vol. 28, no. 9, pp. 1385-1392, Sep. 2006.
-
(2006)
Trans. Pattern Anal. Mach. Intell
, vol.28
, Issue.9
, pp. 1385-1392
-
-
Hild II, K.E.1
Erdogmus, D.2
Torkkola, K.3
Principe, J.C.4
-
7
-
-
14844340206
-
A mutual information extension to the matched filter
-
May
-
D. Erdogmus, R. Agrawal, and J. C. Principe, "A mutual information extension to the matched filter," Signal Process., vol. 85, no. 5, pp. 927-935, May 2005.
-
(2005)
Signal Process
, vol.85
, Issue.5
, pp. 927-935
-
-
Erdogmus, D.1
Agrawal, R.2
Principe, J.C.3
-
8
-
-
33947629775
-
Kernel based synthetic discrimmant function for object recognition
-
France, May
-
K.-H. Jeong, P. P. Pokharel, J.-W. Xu, S. Han, and J. C. Principe, "Kernel based synthetic discrimmant function for object recognition," in Int. Conf. Acoust., Speech, Signal Process., France, May 2006, pp. 765-768.
-
(2006)
Int. Conf. Acoust., Speech, Signal Process
, pp. 765-768
-
-
Jeong, K.-H.1
Pokharel, P.P.2
Xu, J.-W.3
Han, S.4
Principe, J.C.5
-
9
-
-
33744538091
-
Generalized correlation function: Definition, properties and application to blind equalization
-
Jun
-
I. Santamaria, P. P. Pokharel, and J. C. Principe, "Generalized correlation function: Definition, properties and application to blind equalization," IEEE Trans. Signal Process., vol. 54, no. 6, pp. 2187-2197, Jun. 2006.
-
(2006)
IEEE Trans. Signal Process
, vol.54
, Issue.6
, pp. 2187-2197
-
-
Santamaria, I.1
Pokharel, P.P.2
Principe, J.C.3
-
12
-
-
33947617234
-
A closed form solution for a nonlinear wiener Filter
-
presented at the, ICASSP
-
P. P. Pokharel, J. Xu, D. Erdogmus, and J. C. Principe, "A closed form solution for a nonlinear wiener Filter," presented at the Int. Conf. Acoustics, Speech, Signal Processing (ICASSP), 2006.
-
(2006)
Int. Conf. Acoustics, Speech, Signal Processing
-
-
Pokharel, P.P.1
Xu, J.2
Erdogmus, D.3
Principe, J.C.4
-
13
-
-
0032629347
-
Fast and robust fixed-point algorithms for independent component analysis
-
A. Hyvärinen, "Fast and robust fixed-point algorithms for independent component analysis," IEEE Trans. Neural Netw., vol. 10, no. 3, pp. 626-634, 1999.
-
(1999)
IEEE Trans. Neural Netw
, vol.10
, Issue.3
, pp. 626-634
-
-
Hyvärinen, A.1
-
14
-
-
17644422252
-
Towards a unification of information theoretic learning and kernel methods
-
Sao Luis, Brazil, Sep
-
R. Jenssen, D. Erdogmus, J. C. Principe, and T. Eltoft, "Towards a unification of information theoretic learning and kernel methods," in Proc. 2004 IEEE Int. Work. Mach. Learn. Signal Process., Sao Luis, Brazil, Sep. 2004, pp. 443-451.
-
(2004)
Proc. 2004 IEEE Int. Work. Mach. Learn. Signal Process
, pp. 443-451
-
-
Jenssen, R.1
Erdogmus, D.2
Principe, J.C.3
Eltoft, T.4
-
15
-
-
36249021836
-
-
J. C. Principe, N. R. Euliano, and W. C. Lefebvre, Neural and Adaptive Systems: Fundamentals Through Simulations. New York: Wiley, 2000, pp. 371-375.
-
J. C. Principe, N. R. Euliano, and W. C. Lefebvre, Neural and Adaptive Systems: Fundamentals Through Simulations. New York: Wiley, 2000, pp. 371-375.
-
-
-
-
16
-
-
0347243182
-
Nonlinear component analysis as a kernel eigenvalue problem
-
B. Scholkopf, A. J. Smola, and K. R. Muller, "Nonlinear component analysis as a kernel eigenvalue problem," Neural Comput., vol. 10, pp. 1299-1319, 1998.
-
(1998)
Neural Comput
, vol.10
, pp. 1299-1319
-
-
Scholkopf, B.1
Smola, A.J.2
Muller, K.R.3
-
17
-
-
7544226452
-
Integrating a robust option into a multiple regression computing environment
-
W. DuMouchel and F. O'Brien, K. Berk and L. Malone, Eds, Alexandria, VA, Amer. Statist. Assoc
-
W. DuMouchel and F. O'Brien, K. Berk and L. Malone, Eds., "Integrating a robust option into a multiple regression computing environment," in Computing Science and Statistics: Proc. 21st Symp. Interface, Alexandria, VA, 1989, pp. 297-301, Amer. Statist. Assoc..
-
(1989)
Computing Science and Statistics: Proc. 21st Symp. Interface
, pp. 297-301
-
-
-
18
-
-
40649084581
-
Correntropy: A localized similarity measure
-
W. Liu, P. P. Pokharel, and J. C. Principe, "Correntropy: A localized similarity measure," in Proc. Int. Joint Conf. Neural Networks (IJCNN), 2006, pp. 4919-4924.
-
(2006)
Proc. Int. Joint Conf. Neural Networks (IJCNN)
, pp. 4919-4924
-
-
Liu, W.1
Pokharel, P.P.2
Principe, J.C.3
-
21
-
-
5844297152
-
Theory of reproducing kernels
-
N. Aronszajn, "Theory of reproducing kernels," Trans. Amer. Math. Soc., vol. 68, pp. 337-404, 1950.
-
(1950)
Trans. Amer. Math. Soc
, vol.68
, pp. 337-404
-
-
Aronszajn, N.1
-
22
-
-
29144480967
-
Kernel methods for measuring independence
-
A. Gretton, R. Herbrich, A. Smola, O. Bousquet, and B. Schölkopf, "Kernel methods for measuring independence," J. Mach. Learning Res. 6, pp. 2075-2129, 2005.
-
(2005)
J. Mach. Learning Res
, vol.6
, pp. 2075-2129
-
-
Gretton, A.1
Herbrich, R.2
Smola, A.3
Bousquet, O.4
Schölkopf, B.5
-
24
-
-
85032751845
-
From linear adaptive filtering to non-linear information processing
-
Nov
-
D. Erdogmus and J. Principe, "From linear adaptive filtering to non-linear information processing," IEEE Signal Process. Mag., Nov. 2006.
-
(2006)
IEEE Signal Process. Mag
-
-
Erdogmus, D.1
Principe, J.2
|