Jacobus van der Linden

2 papers · 2022–2023 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

NIPS (2)

Top co-authors

Emir Demirović (2) Mathijs de Weerdt (2)

Keywords

decision tree (2) dynamic programming (2) global optimization (1) pareto optimality (1) tree structure (1) fairness constraint (1) optimal decision tree (1) algorithmic fairness (1) separable objective (1) model interpretability (1)

Papers

Necessary and Sufficient Conditions for Optimal Decision Trees using Dynamic Programming NIPS 2023

Fair and Optimal Decision Trees: A Dynamic Programming Approach NIPS 2022