Non-exchangeable feature allocation models with sublinear growth of the feature sizes

Giuseppe Di Benedetto, Francois Caron, Yee Whye Teh

Abstract: Feature allocation models are popular models used in different applications such as unsupervised learning or network modeling. In particular, the Indian buffet process is a flexible and simple one-...