Adaptive Sparse Gaussian Process

Vanessa Gómez-Verdejo, Emilio Parrado-Hernández, Manel Martínez-Ramón

Adaptive learning is necessary for non-stationary environments where the learning machine needs to forget past data distribution. Efficient algorithms require a compact model updat…