Sciweavers

1416 search results - page 29 / 284
» The Kernel Least-Mean-Square Algorithm
Sort
View
KDD
2002
ACM
109views Data Mining» more  KDD 2002»
15 years 10 months ago
MARK: a boosting algorithm for heterogeneous kernel models
Kristin P. Bennett, Michinari Momma, Mark J. Embre...
ICML
2008
IEEE
15 years 10 months ago
Training SVM with indefinite kernels
Similarity matrices generated from many applications may not be positive semidefinite, and hence can't fit into the kernel machine framework. In this paper, we study the prob...
Jianhui Chen, Jieping Ye
CVPR
2008
IEEE
15 years 11 months ago
Robust dual motion deblurring
This paper presents a robust algorithm to deblur two consecutively captured blurred photos from camera shaking. Previous dual motion deblurring algorithms succeeded in small and s...
Jia Chen, Lu Yuan, Chi-Keung Tang, Long Quan
COMPGEOM
2007
ACM
15 years 1 months ago
A space-optimal data-stream algorithm for coresets in the plane
Given a point set P R2 , a subset Q P is an -kernel of P if for every slab W containing Q, the (1+)-expansion of W also contains P. We present a data-stream algorithm for mainta...
Pankaj K. Agarwal, Hai Yu
ADCM
2007
114views more  ADCM 2007»
14 years 9 months ago
Convergence analysis of online algorithms
In this paper, we are interested in the analysis of regularized online algorithms associated with reproducing kernel Hilbert spaces. General conditions on the loss function and st...
Yiming Ying