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…