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

Open

shubham-61969 wants to merge 9 commits into

Project-MONAI:devfrom

shubham-61969:4609-aucm-loss

Commits on May 17, 2026

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

pre-commit-ci[bot]
authored and
shubham-61969
committed
Correct masked mean computation in AUCMLoss and update docstrings
shubham-61969
committed
Validate binary targets, clarify reduction, and fix AUCM typing
shubham-61969
committed
Validate imratio and input shape, added test cases for it and fix non-binary target test
shubham-61969
committed
Refactor AUCMLoss implementation and improve tests
shubham-61969
committed
Address coderabbitai review comments for AUCMLoss and tests
shubham-61969
committed
adding robust coverege AUCM loss testcases
shubham-61969
committed

Commits on May 18, 2026

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