3236 search results - page 21 / 648 » Active kernel learning |
ICML
2008
IEEE
14 years 7 months ago
2008
IEEE
We present an active learning scheme that exploits cluster structure in data.
ICMLC
2010
Springer
13 years 5 months ago
2010
Springer
We review a multiple kernel learning (MKL) technique called p regularised multiple kernel Fisher discriminant analysis (MK-FDA), and investigate the effect of feature space denois...
NIPS
2008
13 years 8 months ago
2008
Regularized Least Squares (RLS) algorithms have the ability to avoid over-fitting problems and to express solutions as kernel expansions. However, we observe that the current RLS ...
AAAI
2012
11 years 9 months ago
2012
Selecting the optimal kernel is an important and difficult challenge in applying kernel methods to pattern recognition. To address this challenge, multiple kernel learning (MKL) ...
CVPR
2011
IEEE
12 years 10 months ago
2011
IEEE
Object segmentation needs to be driven by top-down knowledge to produce semantically meaningful results. In this paper, we propose a supervised segmentation approach that tightly ...