Kernel-based function learning in dynamic and non stationary environments

Alberto Giaretta, Mauro Bisiacco, Gianluigi Pillonetto

One central theme in machine learning is function estimation from sparse and noisy data. An example is supervised learning where the elements of the training set are couples, each…