78 citations · 119 across the 2 of their papers we have counts for
2 papers
cs.LG2012★ 78 cited
Learning Theory Approach to Minimum Error Entropy Criterion
Ting Hu, Jun Fan, Qiang Wu +1
We consider the minimum error entropy (MEE) criterion and an empirical risk minimization learning algorithm in a regression setting. A learning theory approach is presented for thi…
math.ST2010★ 41 cited
Learning gradients on manifolds
Sayan Mukherjee, Qiang Wu, Ding-Xuan Zhou
A common belief in high-dimensional data analysis is that data are concentrated on a low-dimensional manifold. This motivates simultaneous dimension reduction and regression on man…