作者:Sahand N Negahban 作者单位:University of California at Berkeley 加工时间:2013-11-16 信息来源:EECS 索取原文[200 页]
关键词:高维度;结构化评估 摘 要:An equally important consideration is the computational efficiency in performing infer-ence in the high-dimensional setting. This high-dimensional structure precludes the usualglobal assumptions—namely, strong convexity and smoothness conditions—that underlie much of classical optimization analysis.