| CNEL Papers |
|---|
| Dissertation |
|---|
| 1 | Liu, Weifeng,"Adaptive filtering in reproducing kernel Hilbert spaces", Aug. 2008, University of Florida.(author PDF) | | | | Journal Papers |
|---|
| 1 | Weifeng Liu, Il (Memming) Park , Yiwen Wang, Jose C. Principe, "Extended kernel recursive least squares algorithm", Trans. on Signal Processing, Vol. 57, No. 10, pp. 3801-3814, Oct. 2009 (author PDF) | | 2 | Weifeng Liu, Student Member, IEEE, Puskal P. Pokharel, Student Member, IEEE, and Jose C. Principe, Fellow, IEEE, "The Kernel Least-Mean-Square Algorithm", Trans. on Signal Processing, Vol. 56, No. , pp. 543-554, Feb. 2008 (author PDF) | | 3 | Weifeng Liu, P.P.Pokharel, Jose C. Principe, "Kernel Least Mean Square Algorithm", Trans. on Signal Processing, Vol. 56, No. 2, pp. 543-554, 2008 (author PDF) | | 4 | W. Liu, P. Pokharel, J. Principe, "Correntropy: Properties and Applications in Non-Gaussian Signal Processing", Trans. on Signal Processing, Vol. 55, No. 11, pp. 5286-5298, Nov. 2007,DOI:10.1109/TSP.2007.896065 (author PDF) | | | | Conference Papers |
|---|
| 1 | Weifeng Liu, P. Pokharel, J. Principe, "Recursively Adapted Radial Basis Function Networks and its Relationship to Resource Allocating Networks and Online Kernel Learning," Intl. Conf. on Machine Learning.(Submitted) | | 2 | Weifeng Liu, P. Pokharel, J. Principe, "Kernel LMS as Solving A Lower Triangular Linear System," Intl. Joint Conf. on Neural Networks.(Submitted) | | 3 | Weifeng Liu, P. Pokharel, J. Principe, "A New RKHS for Machine Learning and Statistical Signal Processing," Neural Information Processing Systems.(Submitted) | | 4 | Weifeng Liu, P. P. Pokharel, J. C. Principe, "Correntropy: A Localized Similarity Measure," Intl. Joint Conf. on Neural Networks.(Accepted) (author PDF) | | 5 | Weifeng Liu, P. Pokharel, J. Principe, "A NEW INFORMATION THEORETIC MEASURE OF PDF SYMMETRY," Intl. Conf. on Acoustics, Speech, and Signal Processing.(Accepted) (author PDF) | | 6 | Dongliang Duan, Weifeng Liu, Pengwen Chen, Murali Rao and Jose C. Principe, "Variance and Bias Analysis of Information Potential and Symmetric Information Potential," IEEE Int. Workshop on Machine Learning for Signal Processing.(Accepted) (author PDF) | | 7 | Wei-Feng Liu, Puskal P. Pokharel, Jose C. Principe, "Recursively Adapted Radial Basis Function Networks and its Relationship to Resource Allocating Networks and Online Kernel Learning," IEEE Int. Workshop on Machine Learning for Signal Processing.(Accepted) (author PDF) | | 8 | W. Liu, P. Pokharel, J. Principe, "Error Engropy, Correntropy, and M-Estimation", IEEE Int. Workshop on Machine Learning for Signal Processing, pp. 179-184, July 2006 (author PDF) | | | |
