Kernel conditional quantile estimation via reduction revisited (2009)
Quadrianto, Novi, Kersting, Kristian, Reid, Mark, Caetano, Tiberio, Buntine, Wray
Quantile regression refers to the process of estimating the quantiles of a conditional distribution and has many important applications within econometrics and data mining, among other domains. In...
TildeCRF: Conditional random fields for logical sequences (2006)
Conditional Random Fields (CRFs) provide a powerful instrument for labeling sequences. So far, however, CRFs have only been considered for labeling sequences over flat alphabets. In this paper, we...