Characterizing Finite-Dimensional Posterior Marginals in High-Dimensional GLMs via Leave-One-Out

Manuel Sáenz, Pragya Sur

We investigate Bayes posterior distributions in high-dimensional generalized linear models (GLMs) under the proportional asymptotics regime, where the number of features and sample…