{"total":42,"rows":[{"id":"2203.15046","title":"AUC Maximization in the Era of Big Data and AI: A Survey","created":"2022-03-28","cited_by_count":100,"area":null},{"id":"2105.03793","title":"Stability and Generalization of Stochastic Gradient Methods for Minimax Problems","created":"2021-05-08","cited_by_count":36,"area":null},{"id":"2104.08736","title":"Stochastic Optimization of Areas Under Precision-Recall Curves with Provable Convergence","created":"2021-04-18","cited_by_count":35,"area":null},{"id":"2107.13171","title":"Learning with Multiclass AUC: Theory and Algorithms","created":"2021-07-28","cited_by_count":35,"area":null},{"id":"2307.02035","title":"Ranking with Abstention","created":"2023-07-05","cited_by_count":27,"area":null},{"id":"2207.08768","title":"Rank-based Decomposable Losses in Machine Learning: A Survey","created":"2022-07-18","cited_by_count":26,"area":null},{"id":"2201.09046","title":"Differentially Private SGDA for Minimax Problems","created":"2022-01-22","cited_by_count":23,"area":null},{"id":"2111.12050","title":"Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning","created":"2021-11-23","cited_by_count":20,"area":null},{"id":"2310.18608","title":"Embedding in Recommender Systems: A Survey","created":"2023-10-28","cited_by_count":20,"area":null},{"id":"2102.12894","title":"Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes","created":"2021-02-21","cited_by_count":19,"area":null},{"id":"2409.20398","title":"AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation","created":"2024-09-30","cited_by_count":18,"area":null},{"id":"2208.10451","title":"Minimax AUC Fairness: Efficient Algorithm with Provable Convergence","created":"2022-08-22","cited_by_count":16,"area":null},{"id":"2206.11655","title":"Optimizing Two-way Partial AUC with an End-to-end Framework","created":"2022-06-23","cited_by_count":15,"area":null},{"id":"2107.01173","title":"Momentum Accelerates the Convergence of Stochastic AUPRC Maximization","created":"2021-07-02","cited_by_count":14,"area":null},{"id":"2206.11549","title":"Rethinking Collaborative Metric Learning: Toward an Efficient Alternative without Negative Sampling","created":"2022-06-23","cited_by_count":14,"area":null},{"id":"2209.08005","title":"Stability and Generalization for Markov Chain Stochastic Gradient Methods","created":"2022-09-16","cited_by_count":14,"area":null},{"id":"2207.13853","title":"ORFit: One-Pass Learning via Bridging Orthogonal Gradient Descent and Recursive Least-Squares","created":"2022-07-28","cited_by_count":12,"area":null},{"id":"2210.14396","title":"FeDXL: Provable Federated Learning for Deep X-Risk Optimization","created":"2022-10-26","cited_by_count":11,"area":null},{"id":"2305.14258","title":"Weakly Supervised AUC Optimization: A Unified Partial AUC Approach","created":"2023-05-23","cited_by_count":11,"area":null},{"id":"2203.14177","title":"Benchmarking Deep AUROC Optimization: Loss Functions and Algorithmic Choices","created":"2022-03-27","cited_by_count":10,"area":null},{"id":"2209.01398","title":"Optimizing Partial Area Under the Top-k Curve: Theory and Practice","created":"2022-09-03","cited_by_count":9,"area":null},{"id":"2111.02400","title":"Deep AUC Maximization for Medical Image Classification: Challenges and Opportunities","created":"2021-11-01","cited_by_count":6,"area":null},{"id":"2212.04800","title":"AUC Maximization for Low-Resource Named Entity Recognition","created":"2022-12-09","cited_by_count":6,"area":null},{"id":"2206.12169","title":"AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems","created":"2022-06-24","cited_by_count":3,"area":null},{"id":"2305.08040","title":"Provable Multi-instance Deep AUC Maximization with Stochastic Pooling","created":"2023-05-14","cited_by_count":3,"area":null},{"id":"2204.04858","title":"Stability and Generalization of Differentially Private Minimax Problems","created":"2022-04-11","cited_by_count":2,"area":null},{"id":"2208.04075","title":"Pairwise Learning via Stagewise Training in Proximal Setting","created":"2022-08-08","cited_by_count":2,"area":null},{"id":"2304.09176","title":"Enhancing Personalized Ranking With Differentiable Group AUC Optimization","created":"2023-04-17","cited_by_count":2,"area":null},{"id":"2311.04918","title":"Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help?","created":"2023-11-02","cited_by_count":2,"area":null},{"id":"2201.01145","title":"Evolutionary Multitasking AUC Optimization","created":"2022-01-04","cited_by_count":1,"area":null},{"id":"2209.04188","title":"Differentially Private Stochastic Gradient Descent with Low-Noise","created":"2022-09-09","cited_by_count":1,"area":null},{"id":"2310.06483","title":"Variance Reduced Online Gradient Descent for Kernelized Pairwise Learning with Limited Memory","created":"2023-10-10","cited_by_count":1,"area":null},{"id":"2110.09651","title":"Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC","created":"2021-10-18","cited_by_count":0,"area":null},{"id":"2111.05232","title":"Learning Rates for Nonconvex Pairwise Learning","created":"2021-11-09","cited_by_count":0,"area":null},{"id":"2207.03650","title":"Balanced Self-Paced Learning for AUC Maximization","created":"2022-07-08","cited_by_count":0,"area":null},{"id":"2303.17769","title":"Domain Knowledge integrated for Blast Furnace Classifier Design","created":"2023-03-31","cited_by_count":0,"area":null},{"id":"2305.15776","title":"AUC Optimization from Multiple Unlabeled Datasets","created":"2023-05-25","cited_by_count":0,"area":null},{"id":"2306.01528","title":"Does it pay to optimize AUC?","created":"2023-06-02","cited_by_count":0,"area":null},{"id":"2402.01146","title":"Limited Memory Online Gradient Descent for Kernelized Pairwise Learning with Dynamic Averaging","created":"2024-02-02","cited_by_count":0,"area":null},{"id":"2503.01530","title":"Stability-based Generalization Analysis of Randomized Coordinate Descent for Pairwise Learning","created":"2025-03-03","cited_by_count":0,"area":null},{"id":"2510.21202","title":"Online AUC Optimization Based on Second-order Surrogate Loss","created":"2025-10-24","cited_by_count":0,"area":null},{"id":"2601.01649","title":"Communication-Efficient Federated AUC Maximization with Cyclic Client Participation","created":"2026-01-04","cited_by_count":0,"area":null}],"next_cursor":null}