227 citations · 350 across the 3 of their papers we have counts for
Showing math.STShow all
2 papers · 1 filter
math.ST2011★ 227 cited
Estimating conditional quantiles with the help of the pinball loss
Ingo Steinwart, Andreas Christmann
The so-called pinball loss for estimating conditional quantiles is a well-known tool in both statistics and machine learning. So far, however, only little work has been done to qua…
math.ST2007★ 122 cited
Consistency and robustness of kernel-based regression in convex risk minimization
Andreas Christmann, Ingo Steinwart
We investigate statistical properties for a broad class of modern kernel-based regression (KBR) methods. These kernel methods were developed during the last decade and are inspired…