Supported by Guangdong Natural Science Foundation Project(No.S2011010002144);Province and Ministry Production and Research Projects(No.2012B091100497,2012B091100191,2012B091100383);Guangdong Province Enterprise Laboratory Project(No.2011A091000046);Guangdong Province Science and Technology Major Project(No.2012A080103010)
Regression analysis is often formulated as an optimization problem with squared loss functions. Facing the challenge of the selection of the proper function class with polynomial smooth techniques applied to support v...