Supported by the National Natural Science Foundation of China (No. 60972106, 61072103);China Postdoctoral Science Foundation (No. 20090450750)
This paper proposes a novel approach, Markov Chain Monte Carlo (MCMC) sampling approximation, to deal with intractable high-dimension integral in the evidence framework applied to Support Vector Regression (SVR). Unli...