M. Mohri

发表论文 268 篇 · 总被引 31312 次 · h-index 65

代表论文

• Mastering Multiple-Expert Routing: Realizable H-Consistency and Strong Guarantees for Learning to Defer (2025 · International Conference on Machine Learning · 被引 21)
• Balancing the Scales: A Theoretical and Algorithmic Framework for Learning from Imbalanced Data (2025 · International Conference on Machine Learning · 被引 18)
• Improved Balanced Classification with Theoretically Grounded Loss Functions (2025 · Neural Information Processing Systems · 被引 16)
• Principled Algorithms for Optimizing Generalized Metrics in Binary Classification (2025 · International Conference on Machine Learning · 被引 16)
• High-Dimensional Calibration from Swap Regret (2025 · Neural Information Processing Systems · 被引 15)
• Budgeted Multiple-Expert Deferral (2025 · arXiv.org · 被引 15)