LORD: Leveraging Open-Set Recognition with Unknown Data

[PDF] arxiv.org

Out-of-Distribution Detection and Data Drift Monitoring using Statistical Process Control

G Zamzmi, K Venkatesh, B Nelson, S Prathapan… - arXiv preprint arXiv …, 2024 - arxiv.org
Background: Machine learning (ML) methods often fail with data that deviates from their
training distribution. This is a significant concern for ML-enabled devices in clinical settings …
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