The Responsibility Problem in Neural Networks with Unordered Targets

Ben Hayes, Charalampos Saitis, György Fazekas

We discuss the discontinuities that arise when mapping unordered objects to neural network outputs of fixed permutation, referred to as the responsibility problem. Prior work has p…