Haotian Sun

Two Birds with One Stone: Enhancing Calibration and Interpretability with Graph Functional Neural Process

Lingkai Kong*
Haotian Sun*
Yuchen Zhuang
Haorui Wang
Wenhao Mu
Chao Zhang
Accepted at AISTATS 2024,

Abstract

Materials

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DOI

BibTeX

			
@article{pmlr-v238-kong24a,
    title = 	 { Two Birds with One Stone: Enhancing Uncertainty Quantification and Interpretability with Graph Functional Neural Process },
    author =       {Kong, Lingkai and Sun, Haotian and Zhuang, Yuchen and Wang, Haorui and Mu, Wenhao and Zhang, Chao},
    booktitle = 	 {Proceedings of The 27th International Conference on Artificial Intelligence and Statistics},
    pages = 	 {4582--4590},
    year = 	 {2024},
    editor = 	 {Dasgupta, Sanjoy and Mandt, Stephan and Li, Yingzhen},
    volume = 	 {238},
    series = 	 {Proceedings of Machine Learning Research},
    month = 	 {02--04 May},
    publisher =    {PMLR},
    pdf = 	 {https://proceedings.mlr.press/v238/kong24a/kong24a.pdf},
    url = 	 {https://proceedings.mlr.press/v238/kong24a.html},
}