Enhanced Route Planning with Calibrated Uncertainty Set

Machine-mediated learning (ML), 2025

13 March 2025

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Papers citing "Enhanced Route Planning with Calibrated Uncertainty Set"

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Title
Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability Jie Bao Chuangyin Dang Rui Luo Hanwei Zhang Zhixin Zhou AAML 197 4 0 09 Jun 2025
Residual Reweighted Conformal Prediction for Graph Neural NetworksConference on Uncertainty in Artificial Intelligence (UAI), 2025 Zheng Zhang Jie Bao Zhixin Zhou Nicolo Colombo Lixin Cheng Rui Luo 162 3 0 09 Jun 2025
Conditional Conformal Risk Adaptation Rui Luo Zhixin Zhou MedIm 300 2 0 10 Apr 2025
Volume-Sorted Prediction Set: Efficient Conformal Prediction for Multi-Target Regression Rui Luo Zhixin Zhou 332 6 0 04 Mar 2025
Conformal Thresholded Intervals for Efficient RegressionAAAI Conference on Artificial Intelligence (AAAI), 2024 Rui Luo Zhixin Zhou 608 10 0 03 Jan 2025
Conformalized Interval Arithmetic with Symmetric CalibrationAAAI Conference on Artificial Intelligence (AAAI), 2024 Rui Luo Zhixin Zhou 597 9 0 03 Jan 2025
Game-Theoretic Defenses for Robust Conformal Prediction Against Adversarial Attacks in Medical Imaging Rui Luo Jie Bao Zhixin Zhou Chuangyin Dang MedIm AAML 453 7 0 07 Nov 2024
Weighted Aggregation of Conformity Scores for Classification Rui Luo Zhixin Zhou 610 12 0 14 Jul 2024