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Similarity-Navigated Conformal Prediction for Graph Neural Networks

Similarity-Navigated Conformal Prediction for Graph Neural Networks

23 May 2024
Jianqing Song
Jianguo Huang
Wenyu Jiang
Baoming Zhang
Shuangjie Li
Chongjun Wang
ArXivPDFHTML

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
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
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
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
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
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