Closing the Approximation Gap of Partial AUC Optimization: A Tale of Two FormulationsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 |
Non-Smooth Weakly-Convex Finite-sum Coupled Compositional OptimizationNeural Information Processing Systems (NeurIPS), 2023 |
LibAUC: A Deep Learning Library for X-Risk OptimizationKnowledge Discovery and Data Mining (KDD), 2023 |