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20212026
most citedEnhancing Feature Selection and Interpretability in AI Regression Tasks Through Feature Attribution

4 citations · 4 across the 6 of their papers we have counts for

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math.OC2025

Multi-Objective Optimization with Desirability and Morris-Mitchell Criterion

Thomas Bartz-Beielstein, Eva Bartz, Alexander Hinterleitner +2

Industrial experimental designs frequently lack optimal space-filling properties, rendering them unrepresentative. This study presents a comprehensive methodology to refine existin…

cs.LG2025

Tuning for Trustworthiness -- Balancing Performance and Explanation Consistency in Neural Network Optimization

Alexander Hinterleitner, Thomas Bartz-Beielstein

Despite the growing interest in Explainable Artificial Intelligence (XAI), explainability is rarely considered during hyperparameter tuning or neural architecture optimization, whe…