Daniël Vos

1. Efficient Training of Robust Decision Trees Against Adversarial Examples
   2020/12/18 by Daniël Vos, Sicco Verwer, Vos, Daniël +1 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. SoK: Explainable Machine Learning for Computer Security Applications
   2022/08/22 by Azqa Nadeem, Nadeem, Azqa, Daniël Vos +11 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Network Security and Intrusion Detection
3. Optimal or Greedy Decision Trees? Revisiting their Objectives, Tuning, and Performance
   2024/09/19 by Jacobus G. M. van der Linden, van der Linden, Jacobus G. M., Daniël Vos +7 · 5 citations
   Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Optimizing Interpretable Decision Tree Policies for Reinforcement Learning
   2024/08/21 by Daniël Vos, Vos, Daniël, Sicco Verwer +1 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical and Computational Modeling