10 citations · 11 across the 2 of their papers we have counts for
2 papers
stat.ML2014★ 1 cited
Kernel-based Information Criterion
Somayeh Danafar, Kenji Fukumizu, Faustino Gomez
This paper introduces Kernel-based Information Criterion (KIC) for model selection in regression analysis. The novel kernel-based complexity measure in KIC efficiently computes the…
cs.LG2013★ 10 cited
Testing Hypotheses by Regularized Maximum Mean Discrepancy
Somayeh Danafar, Paola M. V. Rancoita, Tobias Glasmachers +2
Do two data samples come from different distributions? Recent studies of this fundamental problem focused on embedding probability distributions into sufficiently rich characterist…