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2211.14555
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Distribution Free Prediction Sets for Node Classification
International Conference on Machine Learning (ICML), 2022
26 November 2022
J. Clarkson
AI4CE
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Papers citing
"Distribution Free Prediction Sets for Node Classification"
19 / 19 papers shown
Malice in Agentland: Down the Rabbit Hole of Backdoors in the AI Supply Chain
Léo Boisvert
Abhay Puri
Chandra Kiran Reddy Evuru
Nicolas Chapados
Quentin Cappart
Alexandre Lacoste
Krishnamurthy Dvijotham
Alexandre Drouin
201
0
0
03 Oct 2025
On Conformal Machine Unlearning
Yahya Alkhatib
Wee Peng Tay
MU
199
0
0
05 Aug 2025
Residual Reweighted Conformal Prediction for Graph Neural Networks
Conference on Uncertainty in Artificial Intelligence (UAI), 2025
Zheng Zhang
Jie Bao
Zhixin Zhou
Nicolo Colombo
Lixin Cheng
Rui Luo
231
3
0
09 Jun 2025
Enhanced Route Planning with Calibrated Uncertainty Set
Machine-mediated learning (ML), 2025
Lingxuan Tang
Rui Luo
Zhixin Zhou
Nicolo Colombo
465
8
0
13 Mar 2025
Towards Anthropomorphic Conversational AI Part I: A Practical Framework
Fei Wei
Yaliang Li
Bolin Ding
208
3
0
28 Feb 2025
Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training
AAAI Conference on Artificial Intelligence (AAAI), 2025
Ting Wang
Zhixin Zhou
Rui Luo
322
11
0
06 Jan 2025
Graph Sparsification for Enhanced Conformal Prediction in Graph Neural Networks
Yuntian He
Pranav Maneriker
Anutam Srinivasan
Aditya T. Vadlamani
Srinivasan Parthasarathy
216
0
0
28 Oct 2024
Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information
Conference on Uncertainty in Artificial Intelligence (UAI), 2024
Ömer Faruk Akgül
Rajgopal Kannan
Viktor Prasanna
FedML
292
0
0
17 Oct 2024
Conformal Prediction: A Data Perspective
ACM Computing Surveys (ACM CSUR), 2024
Xiaofan Zhou
Baiting Chen
Yu Gui
Lu Cheng
1.8K
24
0
09 Oct 2024
Split Conformal Prediction under Data Contamination
International Symposium on Conformal and Probabilistic Prediction with Applications (ISCPPA), 2024
Jase Clarkson
Wenkai Xu
Mihai Cucuringu
Yvik Swan
Gesine Reinert
495
7
0
10 Jul 2024
Conformalized Link Prediction on Graph Neural Networks
Tianyi Zhao
Jian Kang
Lu Cheng
472
12
0
26 Jun 2024
Conformal Load Prediction with Transductive Graph Autoencoders
Rui Luo
Nicolo Colombo
347
15
0
12 Jun 2024
Valid Conformal Prediction for Dynamic GNNs
Ed Davis
Ian Gallagher
Daniel J. Lawson
Patrick Rubin-Delanchy
AI4CE
513
7
0
29 May 2024
Similarity-Navigated Conformal Prediction for Graph Neural Networks
Neural Information Processing Systems (NeurIPS), 2024
Jianqing Song
Jianguo Huang
Wenyu Jiang
Baoming Zhang
Shuangjie Li
Chongjun Wang
324
7
0
23 May 2024
Uncertainty Quantification on Graph Learning: A Survey
Chao Chen
Chenghua Guo
Rui Xu
Xiangwen Liao
Xi Zhang
Sihong Xie
Hui Xiong
Mohit Bansal
AI4CE
405
2
0
23 Apr 2024
Uncertainty in Graph Neural Networks: A Survey
Fangxin Wang
Yuqing Liu
Kay Liu
Yibo Wang
Sourav Medya
Philip S. Yu
AI4CE
532
20
0
11 Mar 2024
On the Temperature of Bayesian Graph Neural Networks for Conformal Prediction
Seohyeon Cha
Honggu Kang
Joonhyuk Kang
426
4
0
17 Oct 2023
Conformal Prediction for Deep Classifier via Label Ranking
International Conference on Machine Learning (ICML), 2023
Jianguo Huang
Huajun Xi
Linjun Zhang
Huaxiu Yao
Yue Qiu
Jianguo Huang
447
41
0
10 Oct 2023
Uncertainty Quantification over Graph with Conformalized Graph Neural Networks
Neural Information Processing Systems (NeurIPS), 2023
Kexin Huang
Ying Jin
Emmanuel Candès
J. Leskovec
540
84
0
23 May 2023
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