Jacobus G. M. van der Linden

11 papers A* 5A 1Journal 5

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Optimal Classification Trees for Continuous Feature Data Using Dynamic Programming with Branch-and-Bound. AAAI Catalin E. Brita, Jacobus G. M. van der Linden, Emir Demirovic
2025	J	`jnl`	Optimal Classification Trees for Continuous Feature Data Using Dynamic Programming with Branch-and-Bound. CoRR Catalin E. Brita, Jacobus G. M. van der Linden, Emir Demirovic
2025	J	`jnl`	SORTeD Rashomon Sets of Sparse Decision Trees: Anytime Enumeration. CoRR Elif Arslan, Jacobus G. M. van der Linden, Serge P. Hoogendoorn, Marco Rinaldi, Emir Demirovic
2024	A*	`conf`	Optimal Survival Trees: A Dynamic Programming Approach. AAAI Tim Huisman, Jacobus G. M. van der Linden, Emir Demirovic
2024	J	`jnl`	Optimal Survival Trees: A Dynamic Programming Approach. CoRR Tim Huisman, Jacobus G. M. van der Linden, Emir Demirovic
2024	J	`jnl`	Optimal or Greedy Decision Trees? Revisiting their Objectives, Tuning, and Performance. CoRR Jacobus G. M. van der Linden, Daniël Vos, Mathijs Michiel de Weerdt, Sicco Verwer, Emir Demirovic
2024	A*	`conf`	Piecewise Constant and Linear Regression Trees: An Optimal Dynamic Programming Approach. ICML Mim van den Bos, Jacobus G. M. van der Linden, Emir Demirovic
2023	A*	`conf`	Necessary and Sufficient Conditions for Optimal Decision Trees using Dynamic Programming. NeurIPS Jacobus G. M. van der Linden, Mathijs de Weerdt, Emir Demirovic
2023	J	`jnl`	Optimal Decision Trees for Separable Objectives: Pushing the Limits of Dynamic Programming. CoRR Jacobus G. M. van der Linden, Mathijs Michiel de Weerdt, Emir Demirovic
2022	A*	`conf`	Fair and Optimal Decision Trees: A Dynamic Programming Approach. NeurIPS Jacobus G. M. van der Linden, Mathijs de Weerdt, Emir Demirovic
2021	A	`conf`	TORS: A Train Unit Shunting and Servicing Simulator. AAMAS Jacobus G. M. van der Linden, Jesse Mulderij, Bob Huisman, Joris W. den Ouden, Marjan van den Akker, Han Hoogeveen, Mathijs Michiel de Weerdt