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Alex Serban
Alex Serban
Siemens Healthineers
Verified email at cs.ru.nl - Homepage
Title
Cited by
Cited by
Year
Safe Reinforcement Learning Using Probabilistic Shields
N Jansen, B Könighofer, S Junges, AC Serban, R Bloem
arXiv, arXiv: 1807.06096, 2018
75*2018
Adversarial Examples on Object Recognition: A Comprehensive Survey
A Serban, E Poll, J Visser
ACM Computing Surveys (CSUR) 53 (3), 2020
542020
A Standard Driven Software Architecture for Fully Autonomous Vehicles
A Serban, E Poll, J Visser
Journal of Automotive Software Engineering (JASE) 1 (1), 2020
422020
Adversarial Examples - A Complete Characterisation of the Phenomenon
AC Serban, E Poll, J Visser
arXiv preprint arXiv:1810.01185, 2018
402018
Adoption and Effects of Software Engineering Best Practices in Machine Learning
A Serban, K van der Blom, H Hoos, J Visser
ACM/IEEE International Symposium on Empirical Software Engineering and …, 2020
352020
Counterexample-Guided Strategy Improvement for POMDPs Using Recurrent Neural Networks
S Carr, N Jansen, R Wimmer, AC Serban, B Becker, U Topcu
International Joint Conference on Artificial Intelligence (IJCAI), 2019
212019
Designing Safety Critical Software Systems to Manage Inherent Uncertainty
AC Serban
IEEE International Conference on Software Architecture (ICSA), 2019
152019
Tactical Safety Reasoning. A Case for Autonomous Vehicles.
AC Serban, E Poll, J Visser
IEEE 87th Vehicular Technology Conference (VTC Spring), 1 - 5, 2018
132018
Practices for Engineering Trustworthy Machine Learning Applications
A Serban, K van der Blom, H Hoos, J Visser
2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI …, 2021
62021
Towards Using Probabilistic Models to Design Software Systems with Inherent Uncertainty
A Serban, E Poll, J Visser
European Conference on Software Architecture (ECSA), 2020
52020
A Security Analysis of the ETSI ITS Vehicular Communications
AC Serban, E Poll, J Visser
International Conference on Computer Safety, Reliability, and Security …, 2018
52018
Adapting Software Architectures to Machine Learning Challenges
A Serban, J Visser
29th IEEE International Conference on Software Analysis, Evolution and …, 2022
4*2022
AutoML Adoption in ML Software
K Van der Blom, A Serban, H Hoos, J Visser
8th ICML Workshop on Automated Machine Learning (AutoML), 2021
32021
Adversarial machine learning
CJ Hernández-Castro, Z Liu, A Serban, I Tsingenopoulos, W Joosen
Security and Artificial Intelligence, 287-312, 2022
22022
Deep Repulsive Prototypes for Adversarial Robustness
A Serban, E Poll, J Visser
arXiv preprint arXiv:2105.12427, 2021
22021
Learning to Learn from Mistakes: Robust Optimization for Adversarial Noise
A Serban, E Poll, J Visser
International Conference on Artificial Neural Networks (ICANN), 2020
12020
GraphRepo: Fast Exploration in Software Repository Mining
A Serban, M Bruntink, J Visser
arXiv preprint arXiv:2008.04884, 2020
12020
Designing Robust Autonomous Systems
AC Serban
Radboud Universiteit Nijmegen, 2022
2022
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