D. Rudenko

Revisiting Tabular Deep Regression: Objectives and the Limits of Global Early Stopping

While deep learning models for tabular data have recently received significant research attention, the choice of objective functions for regression tasks remains an understudied degree of freedom. Several lines of research offer alternatives to the standard Mean Squared Error (MSE), but differences in datasets, backbon...