Paper "conformal prediction" Papers

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Conformalized Interval Arithmetic with Symmetric Calibration

Rui Luo, Zhixin Zhou

AAAI 2025paperarXiv:2408.10939
11
citations

CUQDS: Conformal Uncertainty Quantification Under Distribution Shift for Trajectory Prediction

Huiqun Huang, Sihong He, Fei Miao

AAAI 2025paperarXiv:2406.12100
2
citations

Neural Conformal Control for Time Series Forecasting

Ruipu Li, Alexander Rodríguez

AAAI 2025paperarXiv:2412.18144
3
citations

Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective

Bo Ni, Yu Wang, Lu Cheng et al.

AAAI 2025paperarXiv:2410.08985
12
citations

Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals

Patrick Altmeyer, Mojtaba Farmanbar, Arie Van Deursen et al.

AAAI 2024paperarXiv:2312.10648
7
citations

Towards Modeling Uncertainties of Self-explaining Neural Networks via Conformal Prediction

Wei Qian, Chenxu Zhao, Yangyi Li et al.

AAAI 2024paperarXiv:2401.01549
10
citations