Maya R. Gupta

Optimizing Generalized Rate Metrics with Three Players

2019 · Neural Information Processing Systems

We present a general framework for solving a large class of learning problems with non-linear functions of classification rates. This includes problems where one wishes to optimize a non-decomposable performance metric such as the F-measure …