Lp-Norm Constrained One-Class Classifier Combination

no code implementations • 25 Dec 2023 • Sepehr Nourmohammadi, Shervin Rahimzadeh Arashloo

The vector-norm constraint enables the model to adapt to the intrinsic uniformity/sparsity of the ensemble in the space of base learners and acts as a (soft) classifier selection mechanism by shaping the relative magnitudes of fusion weights.

One-Class Classification One-class classifier