Daniël Vos

According to our database, Daniël Vos authored at least 12 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Optimal or Greedy Decision Trees? Revisiting their Objectives, Tuning, and Performance.

Jacobus G. M. van der Linden, Daniël Vos, Mathijs Michiel de Weerdt, Sicco Verwer, Emir Demirovic

CoRR, 2024

Optimizing Interpretable Decision Tree Policies for Reinforcement Learning.

Daniël Vos, Sicco Verwer

CoRR, 2024

2023

The first AI4TSP competition: Learning to solve stochastic routing problems.

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

Artif. Intell., June, 2023

Differentially-Private Decision Trees with Probabilistic Robustness to Data Poisoning.

Daniël Vos, Jelle Vos, Tianyu Li, Zekeriya Erkin, Sicco Verwer

CoRR, 2023

Optimal Decision Tree Policies for Markov Decision Processes.

Daniël Vos, Sicco Verwer

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

SoK: Explainable Machine Learning for Computer Security Applications.

Azqa Nadeem, Daniël Vos, Clinton Cao, Luca Pajola, Simon Dieck, Robert Baumgartner, Sicco Verwer

Proceedings of the 8th IEEE European Symposium on Security and Privacy, 2023

2022

The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems.

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

CoRR, 2022

Adversarially Robust Decision Tree Relabeling.

Daniël Vos, Sicco Verwer

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Efficient Circuits for Permuting and Mapping Packed Values Across Leveled Homomorphic Ciphertexts.

Jelle Vos, Daniël Vos, Zekeriya Erkin

Proceedings of the Computer Security - ESORICS 2022, 2022

Robust Optimal Classification Trees against Adversarial Examples.

Daniël Vos, Sicco Verwer

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Efficient Training of Robust Decision Trees Against Adversarial Examples.

Daniël Vos, Sicco Verwer

Proceedings of the 38th International Conference on Machine Learning, 2021

2018

DEFenD: A Secure and Privacy-Preserving Decentralized System for Freight Declaration.

Daniël Vos, Leon Overweel, Wouter Raateland, Jelle Vos, Matthijs Bijman, Max Pigmans, Zekeriya Erkin

CoRR, 2018