Conformal@K: Distribution-Free Top-K Miss-Risk Control for Recommendation with Overlapping-Group and Two-Stage Guarantees (Accepted; CCF A)
Published in ACM Transactions on Information Systems, 2026
Accepted at ACM Transactions on Information Systems (TOIS; CCF A). Distribution-free top-k miss-risk control for recommendation with overlapping-group and two-stage guarantees.
Keywords: Conformal prediction, Recommendation, Fairness, Risk control
Recommended citation: Fan, G., Liu, D., & Pan, L. (2026). Conformal@K: Distribution-Free Top-K Miss-Risk Control for Recommendation with Overlapping-Group and Two-Stage Guarantees. ACM Transactions on Information Systems. Accepted (forthcoming).