144 search results - page 4 / 29 » Bayesian Gaussian Process Classification with the EM-EP Algo... |
101
Voted
ICIP
2003
IEEE
16 years 2 months ago
2003
IEEE
The paper proposes a new wavelet-based Bayesian approach to image deconvolution, under the space-invariant blur and additive white Gaussian noise assumptions. Image deconvolution ...
99
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
We present a novel Bayesian approach to the problem of value function estimation in continuous state spaces. We define a probabilistic generative model for the value function by i...
126
Voted
CIKM
2008
Springer
15 years 3 months ago
2008
Springer
Tagged data is rapidly becoming more available on the World Wide Web. Web sites which populate tagging services offer a good way for Internet users to share their knowledge. An in...
92
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
In the paper we propose a new type of regularization procedure for training sparse Bayesian methods for classification. Transforming Hessian matrix of log-likelihood function to d...
118
Voted
ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
In this paper, we propose a Gaussian Process Regression (GPR) framework for concealment of corrupted motion vectors in predictive video coding of packet video systems. The problem...