221 search results - page 28 / 45 » Random Convolution Ensembles |
97
Voted
TIT
2010
14 years 7 months ago
2010
A message independence property and some new performance upper bounds are derived in this work for erasure, list and decision-feedback schemes with linear block codes transmitted ...
122
Voted
IJCNN
2007
IEEE
15 years 7 months ago
2007
IEEE
Abstract - We discuss an ensemble-of-classifiers based algorithm for the missing feature problem. The proposed approach is inspired in part by the random subspace method, and in pa...
122
Voted
ICDM
2009
IEEE
14 years 10 months ago
2009
IEEE
In this paper, we study the problem of constructing private classifiers using decision trees, within the framework of differential privacy. We first construct privacy-preserving ID...
101
Voted
CVPR
2005
IEEE
16 years 2 months ago
2005
IEEE
We present a novel, generic image classification method based on a recent machine learning algorithm (ensembles of extremely randomized decision trees). Images are classified usin...
119
click to vote
CVPR
2008
IEEE
16 years 2 months ago
2008
IEEE
This paper addresses human pose recognition from video sequences by formulating it as a classification problem. Unlike much previous work we do not make any assumptions on the ava...