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Better sampling in explanation methods can prevent dieselgate-like deception

Better sampling in explanation methods can prevent dieselgate-like deception

Domen Vreš
Marko Robnik-Šikonja
    AAML
ArXiv (abs)PDFHTML

Papers citing "Better sampling in explanation methods can prevent dieselgate-like deception"

4 / 4 papers shown
Title
Don't Lie to Me: Avoiding Malicious Explanations with STEALTH
Don't Lie to Me: Avoiding Malicious Explanations with STEALTHIEEE Software (IEEE Softw.), 2023
Lauren Alvarez
Tim Menzies
215
4
0
25 Jan 2023
EMaP: Explainable AI with Manifold-based Perturbations
EMaP: Explainable AI with Manifold-based Perturbations
Minh Nhat Vu
Huy Mai
My T. Thai
AAML
147
2
0
18 Sep 2022
On the Bias-Variance Characteristics of LIME and SHAP in High Sparsity Movie Recommendation Explanation Tasks
On the Bias-Variance Characteristics of LIME and SHAP in High Sparsity Movie Recommendation Explanation Tasks
Claudia V. Roberts
Ehtsham Elahi
Ashok Chandrashekar
FAtt
168
5
0
09 Jun 2022
TrustyAI Explainability Toolkit
TrustyAI Explainability Toolkit
Rob Geada
Tommaso Teofili
Rui Vieira
Rebecca Whitworth
Daniele Zonca
205
2
0
26 Apr 2021