477 search results - page 21 / 96 » Missing Data Estimation Using Polynomial Kernels |
140
click to vote
CVPR
2010
IEEE
14 years 10 months ago
2010
IEEE
Pictorial structure (PS) models are extensively used for part-based recognition of scenes, people, animals and multi-part objects. To achieve tractability, the structure and param...
100
Voted
IDEAL
2009
Springer
15 years 7 months ago
2009
Springer
We propose a novel, supervised feature extraction procedure, based on an unbiased estimator of the Hilbert-Schmidt independence criterion (HSIC). The proposed procedure can be dire...
122
click to vote
ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
We present a polytope-kernel density estimation (PKDE) methodology that allows us to perform exact mean-shift updates along the edges of the Delaunay graph of the data. We discuss...
105
click to vote
ICML
2001
IEEE
16 years 1 months ago
2001
IEEE
Data noise is present in many machine learning problems domains, some of these are well studied but others have received less attention. In this paper we propose an algorithm for ...
101
Voted
ECCV
2002
Springer
16 years 2 months ago
2002
Springer
Abstract. Two new techniques based on nonparametric estimation of probability densities are introduced which improve on the performance of equivalent robust methods currently emplo...