Confidence Sets under Generalized Self-Concordance

Lang Liu, Zaid Harchaoui

This paper revisits a fundamental problem in statistical inference from a non-asymptotic theoretical viewpoint $\unicode{x2013}$ the construction of confidence sets. We establish a…