Optimizing Non-decomposable Measures with Deep Networks

Amartya Sanyal, Pawan Kumar, Purushottam Kar +2

We present a class of algorithms capable of directly training deep neural networks with respect to large families of task-specific performance measures such as the F-measure and th…