AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning

Rizal Fathony, J. Zico Kolter

Abstract: We propose a method that enables practitioners to conveniently incorporate custom non-decomposable performance metrics into differentiable learning pipelines, notably those based upon neural networ...