Initialising Kernel Adaptive Filters via Probabilistic Inference

Iván Castro, Cristóbal Silva, Felipe Tobar

We present a probabilistic framework for both (i) determining the initial settings of kernel adaptive filters (KAFs) and (ii) constructing fully-adaptive KAFs whereby in addition t…