"cost-sensitive learning" Papers

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Distributionally Robust Feature Selection

Maitreyi Swaroop, Tamar Krishnamurti, Bryan Wilder

NEURIPS 2025arXiv:2510.21113

Is the acquisition worth the cost? Surrogate losses for Consistent Two-stage Classifiers

florence regol, Joseph Cotnareanu, Theodore Glavas et al.

NEURIPS 2025spotlight

QuanDA: Quantile-Based Discriminant Analysis for High-Dimensional Imbalanced Classification

Qian Tang, Yuwen Gu, Boxiang Wang

Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets

Magzhan Gabidolla, Arman Zharmagambetov, Miguel Carreira-Perpinan