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Explainable Artificial Intelligence (XAI)

Explainable Artificial Intelligence

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TitleStatusHype
Causality-Aware Local Interpretable Model-Agnostic ExplanationsCode1
BayLIME: Bayesian Local Interpretable Model-Agnostic ExplanationsCode1
Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on UncertaintyCode1
BASED-XAI: Breaking Ablation Studies Down for Explainable Artificial IntelligenceCode1
ConvXAI: Delivering Heterogeneous AI Explanations via Conversations to Support Human-AI Scientific WritingCode1
Deep-BIAS: Detecting Structural Bias using Explainable AICode1
Do We Need Another Explainable AI Method? Toward Unifying Post-hoc XAI Evaluation Methods into an Interactive and Multi-dimensional BenchmarkCode1
A Fresh Look at Sanity Checks for Saliency MapsCode1
Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can Existing Algorithms Fulfill Clinical Requirements?Code1
Calibrated Explanations for RegressionCode1
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