3 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2014★ 2 cited
Consistent optimization of AMS by logistic loss minimization
Wojciech Kotłowski
In this paper, we theoretically justify an approach popular among participants of the Higgs Boson Machine Learning Challenge to optimize approximate median significance (AMS). The…
cs.IT2010★ 3 cited
Prequential Plug-In Codes that Achieve Optimal Redundancy Rates even if the Model is Wrong
Peter Grünwald, Wojciech Kotłowski
We analyse the prequential plug-in codes relative to one-parameter exponential families M. We show that if data are sampled i.i.d. from some distribution outside M, then the redund…