Diversifying Sparsity Using Variational Determinantal Point Processes

Nematollah Kayhan Batmanghelich, Gerald Quon, Alex Kulesza +3

We propose a novel diverse feature selection method based on determinantal point processes (DPPs). Our model enables one to flexibly define diversity based on the covariance of fea…