2 papers
stat.ME2019
Model Specification Test with Unlabeled Data: Approach from Covariate Shift
Masahiro Kato, Hikaru Kawarazaki
We propose a novel framework of the model specification test in regression using unlabeled test data. In many cases, we have conducted statistical inferences based on the assumptio…
cs.RO2019
Particle Filter on Episode
Ryuichi Ueda, Masahiro Kato, Atsushi Saito
Differently from animals, robots can record its experience correctly for long time. We propose a novel algorithm that runs a particle filter on the time sequence of the experience.…