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Jannik Dunkelau
Jannik Dunkelau
Verified email at uni-duesseldorf.de - Homepage
Title
Cited by
Cited by
Year
Fairness-Aware Machine Learning: An Extensive Overview
J Dunkelau, M Leuschel
Working Paper, https://stups.hhu-hosting.de/downloads/pdf/fairness-survey.pdf, 2019
30*2019
Integrating formal specifications into applications: the ProB Java API
P Körner, J Bendisposto, J Dunkelau, S Krings, M Leuschel
Formal Methods in System Design 58 (1), 160-187, 2021
82021
Embedding high-level formal specifications into applications
P Körner, J Bendisposto, J Dunkelau, S Krings, M Leuschel
International Symposium on Formal Methods, 519-535, 2019
82019
Towards Constraint Logic Programming over Strings for Test Data Generation
S Krings, J Schmidt, P Skowronek, J Dunkelau, D Ehmke
Declarative Programming and Knowledge Management: Conference on Declarative …, 2019
62019
Analysing ProB’s Constraint Solving Backends: What Do They Know? Do They Know Things? Let’s Find Out!
J Dunkelau, J Schmidt, M Leuschel
International Conference on Rigorous State-Based Methods, 107-123, 2020
42020
A verified low-level implementation of the adaptive exterior light and speed control system
S Krings, P Körner, J Dunkelau, C Rutenkolk
International Conference on Rigorous State-Based Methods, 382-397, 2020
42020
Automated Backend Selection for ProB Using Deep Learning
J Dunkelau, S Krings, J Schmidt
NASA Formal Methods Symposium, 130-147, 2019
42019
Towards Equalised Odds as Fairness Metric in Academic Performance Prediction
J Dunkelau, MK Duong
Fairness, Accountability, and Transparency in Educational Data 2022 Workshop, 2022
32022
Towards a shared specification repository
P Körner, M Leuschel, J Dunkelau
International Conference on Rigorous State-Based Methods, 266-271, 2020
32020
Automatic Selection of Solvers Using Deep Learning
J Dunkelau
Heinrich-Heine-Universität Düsseldorf, 2017
22017
Evaluating the Impact of Loss Function Variation in Deep Learning for Classification
S Dräger, J Dunkelau
arXiv preprint arXiv:2210.16003, 2022
12022
Performance Fuzzing with Reinforcement-Learning and Well-Defined Constraints for the B Method
J Dunkelau, M Leuschel
International Conference on Integrated Formal Methods, 237-256, 2023
2023
RAPP: A Responsible Academic Performance Prediction Tool for Decision-Making in Educational Institutes
MK Duong, J Dunkelau, JA Cordova, S Conrad
Gesellschaft für Informatik eV, 2023
2023
Ranking Model Checking Backends for Automated Selection via Classification and Regression Learning.
J Dunkelau, L Baldus
OVERLAY@ GandALF, 77-82, 2021
2021
Machine Learning and AI Techniques for Automated Tool Selection for Formal Methods
J Dunkelau
Proceedings of the PhD Symposium at iFM’18 on Formal Methods: Algorithms …, 2018
2018
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