Seuraa
Daniël Vos
Daniël Vos
Postdoctoral researcher, Delft University of Technology
Vahvistettu sähköpostiosoite verkkotunnuksessa tudelft.nl - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Sok: Explainable machine learning for computer security applications
A Nadeem, D Vos, C Cao, L Pajola, S Dieck, R Baumgartner, S Verwer
2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P), 221-240, 2023
632023
Efficient training of robust decision trees against adversarial examples
D Vos, S Verwer
International Conference on Machine Learning, 10586-10595, 2021
552021
Robust optimal classification trees against adversarial examples
D Vos, S Verwer
Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8520-8528, 2022
292022
Optimal Decision Tree Policies for Markov Decision Processes
D Vos, S Verwer
32nd International Joint Conference on Artificial Intelligence, IJCAI-23 …, 2023
122023
The first AI4TSP competition: Learning to solve stochastic routing problems
Y Zhang, L Bliek, P da Costa, RR Afshar, R Reijnen, T Catshoek, D Vos, ...
Artificial Intelligence 319, 103918, 2023
12*2023
Adversarially Robust Decision Tree Relabeling
D Vos, S Verwer
European Conference on Machine Learning and Principles and Practice of …, 2022
102022
DEFenD: A secure and privacy-preserving decentralized system for freight declaration
D Vos, L Overweel, W Raateland, J Vos, M Bijman, M Pigmans, Z Erkin
arXiv preprint arXiv:1803.09257, 2018
102018
Optimal or Greedy Decision Trees? Revisiting their Objectives, Tuning, and Performance
JGM van der Linden, D Vos, MM de Weerdt, S Verwer, E Demirović
arXiv preprint arXiv:2409.12788, 2024
32024
Differentially-private decision trees and provable robustness to data poisoning
D Vos, J Vos, T Li, Z Erkin, S Verwer
arXiv preprint arXiv:2305.15394, 2023
22023
Decision Tree Learning: Algorithms for Robust Prediction and Policy Optimization
DA Vos
2025
Optimizing Interpretable Decision Tree Policies for Reinforcement Learning
D Vos, S Verwer
arXiv preprint arXiv:2408.11632, 2024
2024
Efficient Circuits for Permuting and Mapping Packed Values Across Leveled Homomorphic Ciphertexts
J Vos, D Vos, Z Erkin
European Symposium on Research in Computer Security, 408-423, 2022
2022
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Artikkelit 1–12