Large-scale Kernel-based Feature Extraction via Budgeted Nonlinear Subspace Tracking

Fatemeh Sheikholeslami, Dimitris Berberidis, Georgios B. Giannakis

Kernel-based methods enjoy powerful generalization capabilities in handling a variety of learning tasks. When such methods are provided with sufficient training data, broadly-appli…