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MA
2010
Springer
93views Communications» more  MA 2010»
13 years 1 months ago
Robustness of reweighted Least Squares Kernel Based Regression
Michiel Debruyne, Andreas Christmann, Mia Hubert, ...
NN
2010
Springer
189views Neural Networks» more  NN 2010»
13 years 1 months ago
Sparse kernel learning with LASSO and Bayesian inference algorithm
Kernelized LASSO (Least Absolute Selection and Shrinkage Operator) has been investigated in two separate recent papers (Gao et al., 2008) and (Wang et al., 2007). This paper is co...
Junbin Gao, Paul W. Kwan, Daming Shi
JMLR
2010
152views more  JMLR 2010»
13 years 1 months ago
Bayesian Generalized Kernel Models
We propose a fully Bayesian approach for generalized kernel models (GKMs), which are extensions of generalized linear models in the feature space induced by a reproducing kernel. ...
Zhihua Zhang, Guang Dai, Donghui Wang, Michael I. ...
SIGPRO
2010
111views more  SIGPRO 2010»
13 years 1 months ago
Semi-supervised speaker identification under covariate shift
In this paper, we propose a novel semi-supervised speaker identification method that can alleviate the influence of non-stationarity such as session dependent variation, the recor...
Makoto Yamada, Masashi Sugiyama, Tomoko Matsui