Fine-grain Inference on Out-of-Distribution Data with Hierarchical Classification

Randolph Linderman, Jingyang Zhang, Nathan Inkawhich +2

Machine learning methods must be trusted to make appropriate decisions in real-world environments, even when faced with out-of-distribution (OOD) samples. Many current approaches s…