27 citations · 70 across the 12 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.LG2016★ 11 cited
Sampling Method for Fast Training of Support Vector Data Description
Arin Chaudhuri, Deovrat Kakde, Maria Jahja +4
Support Vector Data Description (SVDD) is a popular outlier detection technique which constructs a flexible description of the input data. SVDD computation time is high for large t…
stat.ME2016★ 1 cited
Robust regression for optimal individualized treatment rules
Wei Xiao, Hao Helen Zhang, Wenbin Lu
Because different patients may response quite differently to the same drug or treatment, there is increasing interest in discovering individualized treatment rule. In particular, p…
stat.ML2016★ 11 cited
A Probabilistic Machine Learning Approach to Detect Industrial Plant Faults
Wei Xiao
Fault detection in industrial plants is a hot research area as more and more sensor data are being collected throughout the industrial process. Automatic data-driven approaches are…