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Alex Bocchieri

2 accepted papers

2021

Can multi-label classification networks know what they don’t know?

NeurIPS 2021poster

Estimating out-of-distribution (OOD) uncertainty is a major challenge for safely deploying machine learning models in the open-world environment. Improved methods for OOD detection in multi-class classification have emerged, while OOD detection methods for multi-label classification remain underexpl…