2 papers
stat.ME2020
Predictive Inference Is Free with the Jackknife+-after-Bootstrap
Byol Kim, Chen Xu, Rina Foygel Barber
Ensemble learning is widely used in applications to make predictions in complex decision problems---for example, averaging models fitted to a sequence of samples bootstrapped from…
stat.ME2019
Two-sample inference for high-dimensional Markov networks
Byol Kim, Song Liu, Mladen Kolar
Markov networks are frequently used in sciences to represent conditional independence relationships underlying observed variables arising from a complex system. It is often of inte…