AdaptNC jointly adapts nonconformity scores and thresholds in conformal prediction to shrink prediction region volumes under distribution shifts while preserving target coverage.
Formal Verification and Control with Conformal Prediction: Practical Safety Guarantees for Autonomous Systems,
2 Pith papers cite this work. Polarity classification is still indexing.
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2026 2verdicts
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Applies conformalized quantile regression with equalized coverage to predict motion control performance in automated vehicles under nominal, degraded, and failed actuator conditions.
citing papers explorer
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AdaptNC: Adaptive Nonconformity Scores for Conformal Prediction under Distribution Shift
AdaptNC jointly adapts nonconformity scores and thresholds in conformal prediction to shrink prediction region volumes under distribution shifts while preserving target coverage.
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Equalized Coverage in Motion Control Performance Prediction for Self-Adaptive Road Vehicles
Applies conformalized quantile regression with equalized coverage to predict motion control performance in automated vehicles under nominal, degraded, and failed actuator conditions.