Sample-wise Constrained Learning via a Sequential Penalty Approach with Applications in Image Processing

Francesca Lanzillotta, Chiara Albisani, Davide Pucci +3

In many learning tasks, certain requirements on the processing of individual data samples should arguably be formalized as strict constraints in the underlying optimization problem…