Paper "uncertainty quantification" Papers
12 papers found
Conference
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
General Uncertainty Estimation with Delta Variances
Simon Schmitt, John Shawe-Taylor, Hado van Hasselt
AAAI 2025paperarXiv:2502.14698
2
citations
Parametric ρ-Norm Scaling Calibration
Siyuan Zhang, Linbo Xie
AAAI 2025paperarXiv:2412.15301
Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective
Bo Ni, Yu Wang, Lu Cheng et al.
AAAI 2025paperarXiv:2410.08985
12
citations
Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression
Xuanlong Yu, Gianni Franchi, Jindong Gu et al.
AAAI 2024paperarXiv:2308.09065
8
citations
E2E-AT: A Unified Framework for Tackling Uncertainty in Task-Aware End-to-End Learning
8445 Wangkun Xu, Jianhong Wang, Fei Teng
AAAI 2024paperarXiv:2312.10587
5
citations
One Step Closer to Unbiased Aleatoric Uncertainty Estimation
Wang Zhang, Ziwen Martin Ma, Subhro Das et al.
AAAI 2024paperarXiv:2312.10469
12
citations
OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments
Jinyi Liu, Zhi Wang, Yan Zheng et al.
AAAI 2024paperarXiv:2312.12145
13
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
Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model
Shunsuke Horii, Yoichi Chikahara
AAAI 2024paperarXiv:2312.10435
6
citations
Uncertainty Regularized Evidential Regression
Kai Ye, Tiejin Chen, Hua Wei et al.
AAAI 2024paperarXiv:2401.01484
11
citations