{"total":18,"rows":[{"id":"2301.06197","title":"Who Should Predict? Exact Algorithms For Learning to Defer to Humans","created":"2023-01-15","cited_by_count":70,"area":null},{"id":"2210.16955","title":"Learning to Defer to Multiple Experts: Consistent Surrogate Losses, Confidence Calibration, and Conformal Ensembles","created":"2022-10-30","cited_by_count":60,"area":null},{"id":"2207.09584","title":"Sample Efficient Learning of Predictors that Complement Humans","created":"2022-07-19","cited_by_count":46,"area":null},{"id":"2310.14774","title":"Principled Approaches for Learning to Defer with Multiple Experts","created":"2023-10-23","cited_by_count":38,"area":null},{"id":"2403.02683","title":"Learning to Defer to a Population: A Meta-Learning Approach","created":"2024-03-05","cited_by_count":27,"area":null},{"id":"2407.13732","title":"Realizable $H$-Consistent and Bayes-Consistent Loss Functions for Learning to Defer","created":"2024-07-18","cited_by_count":26,"area":null},{"id":"2506.20650","title":"Mastering Multiple-Expert Routing: Realizable $H$-Consistency and Strong Guarantees for Learning to Defer","created":"2025-06-25","cited_by_count":16,"area":null},{"id":"2510.26706","title":"Budgeted Multiple-Expert Deferral","created":"2025-10-30","cited_by_count":13,"area":null},{"id":"2109.06312","title":"Learning-to-defer for sequential medical decision-making under uncertainty","created":"2021-09-13","cited_by_count":12,"area":null},{"id":"2402.06287","title":"AI, Meet Human: Learning Paradigms for Hybrid Decision Making Systems","created":"2024-02-09","cited_by_count":7,"area":null},{"id":"2407.07003","title":"Learning to Complement and to Defer to Multiple Users","created":"2024-07-09","cited_by_count":7,"area":null},{"id":"2410.16574","title":"How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making?","created":"2024-10-21","cited_by_count":4,"area":null},{"id":"2602.02886","title":"Mixture of Concept Bottleneck Experts","created":"2026-02-02","cited_by_count":2,"area":null},{"id":"2604.27723","title":"Optimized Deferral for Imbalanced Settings","created":"2026-04-30","cited_by_count":2,"area":null},{"id":"2409.02046","title":"Human-AI Collaborative Multi-modal Multi-rater Learning for Endometriosis Diagnosis","created":"2024-09-03","cited_by_count":1,"area":null},{"id":"2503.22731","title":"MoRE-LLM: Mixture of Rule Experts Guided by a Large Language Model","created":"2025-03-26","cited_by_count":1,"area":null},{"id":"2604.20409","title":"Calibrating conditional risk","created":"2026-04-22","cited_by_count":1,"area":null},{"id":"2406.08636","title":"Towards Integrating Personal Knowledge into Test-Time Predictions","created":"2024-06-12","cited_by_count":0,"area":null}],"next_cursor":null}