most citedThe Role of Noisy Data in Improving CNN Robustness for Image Classification

4 citations · 4 across the 2 of their papers we have counts for

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math.OC2026

Largest Rashomon sets of decision trees for robust contextual optimization

Lorenzo Bonasera, David Pisinger

Many decision trees fit the same data almost equally well, yet they can route a query point to different leaves and induce different local empirical distributions. We study decisio…

math.OC2024

A Unified Approach to Extract Interpretable Rules from Tree Ensembles via Integer Programming

Lorenzo Bonasera, Emilio Carrizosa

Tree ensembles are very popular machine learning models, known for their effectiveness in supervised classification and regression tasks. Their performance derives from aggregating…