$p$-Generalized Probit Regression and Scalable Maximum Likelihood Estimation via Sketching and Coresets

Alexander Munteanu, Simon Omlor, Christian Peters

We study the $p$-generalized probit regression model, which is a generalized linear model for binary responses. It extends the standard probit model by replacing its link function,…