On the existence of the maximum likelihood estimate and convergence rate under gradient descent for multi-class logistic regression

Dwight Nwaigwe, Marek Rychlik

We revisit the problem of the existence of the maximum likelihood estimate for multi-class logistic regression. We show that one method of ensuring its existence is by assigning po…