Javier Portilla

Deterministic Feature Decoupling by Surfing Invariance Manifolds

We introduce a formalism that justifies and extends a heuristic method for algebraically decoupling deterministic features that recently proved useful for improving feature-based classification. Our new formalism is based on defining transformations inside manifolds, by following trajectories along…