When does conformal calibration need censoring weights? Cause-of-failure prediction sets under competing risks
stat.ME, stat.ML
Submitted: 2026-10-06
Updated: 2026-10-06
Terminology
Sources
- Weighted Conformal Prediction Provides Adaptive and Valid Mask-Conditional Coverage for General Missing Data Mechanisms
- Two-sided conformalized survival analysis
- Prediction Sets and Conformal Inference with Interval Outcomes
- Multiply Robust Conformal Risk Control with Coarsened Data
- Doubly Robust Conformalized Survival Analysis with Right-Censored Data
- Distribution-Free Selection of Low-Risk Oncology Patients for Survival Beyond a Time Horizon
- Weighted Conformal Prediction for Survival Analysis under Covariate Shift
- Training-Set Conditionally Valid Prediction Sets with Right-Censored Data
- Weight Clipping for Robust Conformal Inference under Unbounded Covariate Shifts
- History-Aware Conformal Prediction Sets for Censored Time-to-Event Outcomes
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