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2403.10168
Cited By
Explainability through uncertainty: Trustworthy decision-making with neural networks
15 March 2024
Arthur Thuy
Dries F. Benoit
Re-assign community
ArXiv
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Papers citing
"Explainability through uncertainty: Trustworthy decision-making with neural networks"
6 / 6 papers shown
Title
Decision Information Meets Large Language Models: The Future of Explainable Operations Research
Yansen Zhang
Qingcan Kang
Wing-Yin Yu
Hailei Gong
Xiaojin Fu
Xiongwei Han
Tao Zhong
Chen Ma
OffRL
50
1
0
14 Feb 2025
Generalizing Machine Learning Evaluation through the Integration of Shannon Entropy and Rough Set Theory
Olga Cherednichenko
Dmytro Chernyshov
Dmytro Sytnikov
Polina Sytnikova
39
0
0
18 Apr 2024
Enhancing the Performance of Neural Networks Through Causal Discovery and Integration of Domain Knowledge
Xiaoge Zhang
Xiao-Lin Wang
Fenglei Fan
Yiu-ming Cheung
Indranil Bose
34
1
0
29 Nov 2023
Towards A Rigorous Science of Interpretable Machine Learning
Finale Doshi-Velez
Been Kim
XAI
FaML
251
3,683
0
28 Feb 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
270
5,660
0
05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
285
9,136
0
06 Jun 2015
1