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[SYSTEMDS-3947] Introduce robustness check in hyperparameter tuning - #2581

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christinadionysio merged 7 commits into
apache:mainfrom
christinadionysio:fix_hp_tuning_ranking
Aug 7, 2026
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[SYSTEMDS-3947] Introduce robustness check in hyperparameter tuning#2581
christinadionysio merged 7 commits into
apache:mainfrom
christinadionysio:fix_hp_tuning_ranking

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This patch adds a min-max variance measure to Scuro's hyperparameter tuning functionality in order to avoid overfitting to the validation score. Additionally, it adds the missing parameter setters to multiple representations.

@christinadionysio
christinadionysio merged commit 91230cc into apache:main Aug 7, 2026
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@github-project-automation github-project-automation Bot moved this from In Progress to Done in SystemDS PR Queue Aug 7, 2026
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