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2103.03103
Cited By
Interpretable Artificial Intelligence through the Lens of Feature Interaction
1 March 2021
Michael Tsang
James Enouen
Yan Liu
FAtt
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Papers citing
"Interpretable Artificial Intelligence through the Lens of Feature Interaction"
5 / 5 papers shown
Local MDI+: Local Feature Importances for Tree-Based Models
Zhongyuan Liang
Zachary T. Rewolinski
Abhineet Agarwal
Tiffany M. Tang
Bin Yu
202
0
0
10 Jun 2025
Error-controlled non-additive interaction discovery in machine learning models
Nature Machine Intelligence (Nat. Mach. Intell.), 2024
Winston Chen
Yifan Jiang
William Stafford Noble
Yang Young Lu
406
4
0
17 Feb 2025
DeepROCK: Error-controlled interaction detection in deep neural networks
Winston Chen
William Stafford Noble
Y. Lu
388
1
0
26 Sep 2023
Do We Need Another Explainable AI Method? Toward Unifying Post-hoc XAI Evaluation Methods into an Interactive and Multi-dimensional Benchmark
Mohamed Karim Belaid
Eyke Hüllermeier
Maximilian Rabus
Ralf Krestel
ELM
246
0
0
08 Jun 2022
PredDiff: Explanations and Interactions from Conditional Expectations
Artificial Intelligence (AI), 2021
Stefan Blücher
Johanna Vielhaben
Nils Strodthoff
FAtt
385
23
0
26 Feb 2021
1
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