Model adaptation and unsupervised learning with non-stationary batch data under smooth concept drift

Subhro Das, Prasanth Lade, Soundar Srinivasan

Most predictive models assume that training and test data are generated from a stationary process. However, this assumption does not hold true in practice. In this paper, we consid…