Daniël Vos - RankMe

16 papers A* 3A 1Journal 10Unranked 2

Year	Rank	Type	Title / Venue / Authors
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	J	`jnl`	Optimizing Interpretable Decision Tree Policies for Reinforcement Learning. CoRR Daniël Vos, Sicco Verwer
2023	J	`jnl`	Differentially-Private Decision Trees with Probabilistic Robustness to Data Poisoning. CoRR Daniël Vos, Jelle Vos, Tianyu Li, Zekeriya Erkin, Sicco Verwer
2023	A*	`conf`	Optimal Decision Tree Policies for Markov Decision Processes. IJCAI Daniël Vos, Sicco Verwer
2023	J	`jnl`	Optimal Decision Tree Policies for Markov Decision Processes. CoRR Daniël Vos, Sicco Verwer
2023	A	`conf`	SoK: Explainable Machine Learning for Computer Security Applications. EuroS&P Azqa Nadeem, Daniël Vos, Clinton Cao, Luca Pajola, Simon Dieck, Robert Baumgartner, Sicco Verwer
2023	J	`jnl`	The first AI4TSP competition: Learning to solve stochastic routing problems. Artif. Intell. Yingqian Zhang, Laurens Bliek, Paulo da Costa, Reza Refaei Afshar, Robbert Reijnen, Tom Catshoek, Daniël Vos, Sicco Verwer, Fynn Schmitt-Ulms, André Hottung, Tapan Shah, Meinolf Sellmann, Kevin Tierney, Carl Perreault-Lafleur, Caroline Leboeuf, Federico Bobbio, Justine Pepin, Warley Almeida Silva, Ricardo Gama, Hugo L. Fernandes, Martin Zaefferer, Manuel López-Ibáñez, Ekhine Irurozki
2022	—	`conf`	Adversarially Robust Decision Tree Relabeling. ECML/PKDD (3) Daniël Vos, Sicco Verwer
2022	—	`conf`	Efficient Circuits for Permuting and Mapping Packed Values Across Leveled Homomorphic Ciphertexts. ESORICS (1) Jelle Vos, Daniël Vos, Zekeriya Erkin
2022	A*	`conf`	Robust Optimal Classification Trees against Adversarial Examples. AAAI Daniël Vos, Sicco Verwer
2022	J	`jnl`	SoK: Explainable Machine Learning for Computer Security Applications. CoRR Azqa Nadeem, Daniël Vos, Clinton Cao, Luca Pajola, Simon Dieck, Robert Baumgartner, Sicco Verwer
2022	J	`jnl`	The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems. CoRR Laurens Bliek, Paulo da Costa, Reza Refaei Afshar, Yingqian Zhang, Tom Catshoek, Daniël Vos, Sicco Verwer, Fynn Schmitt-Ulms, André Hottung, Tapan Shah, Meinolf Sellmann, Kevin Tierney, Carl Perreault-Lafleur, Caroline Leboeuf, Federico Bobbio, Justine Pepin, Warley Almeida Silva, Ricardo Gama, Hugo L. Fernandes, Martin Zaefferer, Manuel López-Ibáñez, Ekhine Irurozki
2021	A*	`conf`	Efficient Training of Robust Decision Trees Against Adversarial Examples. ICML Daniël Vos, Sicco Verwer
2021	J	`jnl`	Robust Optimal Classification Trees Against Adversarial Examples. CoRR Daniël Vos, Sicco Verwer
2020	J	`jnl`	Efficient Training of Robust Decision Trees Against Adversarial Examples. CoRR Daniël Vos, Sicco Verwer
2018	J	`jnl`	DEFenD: A Secure and Privacy-Preserving Decentralized System for Freight Declaration. CoRR Daniël Vos, Leon Overweel, Wouter Raateland, Jelle Vos, Matthijs Bijman, Max Pigmans, Zekeriya Erkin