4 citations · 7 across the 20 of their papers we have counts for
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cs.LG2017
Robust importance-weighted cross-validation under sample selection bias
Wouter M. Kouw, Jesse H. Krijthe, Marco Loog
Cross-validation under sample selection bias can, in principle, be done by importance-weighting the empirical risk. However, the importance-weighted risk estimator produces sub-opt…
cs.CV2017★ 4 cited
MR Acquisition-Invariant Representation Learning
Wouter M. Kouw, Marco Loog, Lambertus W. Bartels +1
Voxelwise classification approaches are popular and effective methods for tissue quantification in brain magnetic resonance imaging (MRI) scans. However, generalization of these ap…