AB
A.B.C. Bien
2 records found
1
Authored
Optimal Robust Decision Trees
A dynamic programming approach
Decision trees are integral to machine learning, with their robustness being a critical measure of effectiveness against adversarial data manipulations. Despite advancements in algorithms, current solutions are either optimal but lack scalability or scale well, but do not guarran
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A common challenge in feature discovery and feature selection is the trade-off between effectiveness and efficiency. The paper proposes a solution that is efficient and effective at ranking features for feature discovery.
This paper aims to improve feature discovery tech ...