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2405.14303
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Similarity-Navigated Conformal Prediction for Graph Neural Networks
23 May 2024
Jianqing Song
Jianguo Huang
Wenyu Jiang
Baoming Zhang
Shuangjie Li
Chongjun Wang
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Papers citing
"Similarity-Navigated Conformal Prediction for Graph Neural Networks"
5 / 5 papers shown
Title
Improving the interpretability of GNN predictions through conformal-based graph sparsification
Pablo Sánchez-Martín
Kinaan Aamir Khan
Isabel Valera
21
3
0
18 Apr 2024
SimCalib: Graph Neural Network Calibration based on Similarity between Nodes
Boshi Tang
Zhiyong Wu
Xixin Wu
Qiaochu Huang
Jun Chen
Shunwei Lei
Helen M. Meng
29
7
0
19 Dec 2023
Conformal Prediction for Deep Classifier via Label Ranking
Jianguo Huang
Huajun Xi
Linjun Zhang
Huaxiu Yao
Yue Qiu
Hongxin Wei
28
21
0
10 Oct 2023
Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration
Xiao Wang
Hongrui Liu
Chuan Shi
Cheng Yang
UQCV
93
113
0
29 Sep 2021
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
247
9,042
0
06 Jun 2015
1