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Enhancing the Performance of Neural Networks Through Causal Discovery
  and Integration of Domain Knowledge

Enhancing the Performance of Neural Networks Through Causal Discovery and Integration of Domain Knowledge

29 November 2023
Xiaoge Zhang
Xiao-Lin Wang
Fenglei Fan
Yiu-ming Cheung
Indranil Bose
ArXivPDFHTML

Papers citing "Enhancing the Performance of Neural Networks Through Causal Discovery and Integration of Domain Knowledge"

3 / 3 papers shown
Title
Explainability through uncertainty: Trustworthy decision-making with
  neural networks
Explainability through uncertainty: Trustworthy decision-making with neural networks
Arthur Thuy
Dries F. Benoit
25
13
0
15 Mar 2024
An Investigation of Why Overparameterization Exacerbates Spurious
  Correlations
An Investigation of Why Overparameterization Exacerbates Spurious Correlations
Shiori Sagawa
Aditi Raghunathan
Pang Wei Koh
Percy Liang
128
368
0
09 May 2020
Learning Sparse Nonparametric DAGs
Learning Sparse Nonparametric DAGs
Xun Zheng
Chen Dan
Bryon Aragam
Pradeep Ravikumar
Eric P. Xing
CML
96
254
0
29 Sep 2019
1