4609: Add AUC-Margin Loss for AUROC optimization#8719

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ericspod merged 9 commits into

Project-MONAI:devfrom

shubham-61969:4609-aucm-loss

May 18, 2026

Commits on May 17, 2026

Add AUC-Margin loss for AUROC optimization (#4609)
shubham-61969
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[pre-commit.ci] auto fixes from pre-commit.com hooks

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shubham-61969
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Correct masked mean computation in AUCMLoss and update docstrings
shubham-61969
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Validate binary targets, clarify reduction, and fix AUCM typing
shubham-61969
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Validate imratio and input shape, added test cases for it and fix non-binary target test
shubham-61969
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Refactor AUCMLoss implementation and improve tests
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Address coderabbitai review comments for AUCMLoss and tests
shubham-61969
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adding robust coverege AUCM loss testcases
shubham-61969
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Commits on May 18, 2026

Merge branch 'dev' into 4609-aucm-loss
ericspod
authored