"expected calibration error" Papers

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Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification

Kaizheng Wang, Fabio Cuzzolin, Keivan Shariatmadar et al.

ICLR 2025arXiv:2405.15047

Group-wise Scaling and Orthogonal Decomposition for Domain-Invariant Feature Extraction in Face Anti-Spoofing

Seungjin Jung, Kanghee Lee, Yonghyun Jeong et al.

ICCV 2025arXiv:2507.04006

Has the Deep Neural Network learned the Stochastic Process? An Evaluation Viewpoint

Harshit Kumar, Beomseok Kang, Biswadeep Chakraborty et al.

ICLR 2025arXiv:2402.15163

Towards Calibrated Deep Clustering Network

Yuheng Jia, Jianhong Cheng, Hui LIU et al.

ICLR 2025arXiv:2403.02998

Towards Certification of Uncertainty Calibration under Adversarial Attacks

Cornelius Emde, Francesco Pinto, Thomas Lukasiewicz et al.

ICLR 2025arXiv:2405.13922

How Flawed Is ECE? An Analysis via Logit Smoothing

Muthu Chidambaram, Holden Lee, Colin McSwiggen et al.

ICML 2024arXiv:2402.10046

T-Cal: An Optimal Test for the Calibration of Predictive Models

Donghwan Lee, Xinmeng Huang, Hamed Hassani et al.

ICML 2024arXiv:2203.01850