Learning from Incomplete Features by Simultaneous Training of Neural Networks and Sparse Coding

Cesar F. Caiafa, Ziyao Wang, Jordi Solé-Casals +1

In this paper, the problem of training a classifier on a dataset with incomplete features is addressed. We assume that different subsets of features (random or structured) are avai…