Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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SmartTune - Robust and SustainableHyper-parameter Optimisation for Deep Learning
Gratia, A., Perrouin, G., Schobbens, P. Y., Temple, P., Tuci, E. & Acher, M.
1/07/21 → 28/06/25
Project: PHD
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VeriLearn: Verifying Learning Artificial Intelligence Systems
Heymans, P., Frénay, B., Schobbens, P. Y., Temple, P., Nanfack, G., Amrani, M. & Bibal, A.
1/01/18 → 31/12/22
Project: Research
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Towards Feature-based ML-enabled Behaviour Location
Fortz, S., Temple, P., Devroey, X. & Perrouin, G., 7 Feb 2024, Proceedings of the 18th International Working Conference on Variability Modelling of Software-Intensive Systems (VaMoS 2024). Bern, Switzerland: ACM Press, 3 p.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile1 Downloads (Pure) -
Constraint Enforcement on Decision Trees: a Survey
Nanfack, G., Temple, P. & Frénay, B., 14 Sept 2022, In: ACM Computing Surveys. 54, 10, 34 p., 201.Research output: Contribution to journal › Article › peer-review
Open Access -
A Take on Obfuscation with Ethical Adversaries
Delobelle, P., Temple, P., Perrouin, G., Frénay, B., Heymans, P. & Berendt, B., 2021.Research output: Contribution to conference › Paper › peer-review
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Empirical Assessment of Generating Adversarial Configurations for Software Product Lines
Temple, P., Perrouin, G., Acher, M., Biggio, B., Jézéquel, J-M. & Roli, F., Jan 2021, In: Empirical Software Engineering . 26, 1, p. 1-49 6.Research output: Contribution to journal › Article › peer-review
Open AccessFile42 Downloads (Pure) -
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning
Delobelle, P., Temple, P., Perrouin, G., Frénay, B., Heymans, P. & Berendt, B., 27 May 2021, In: SIGKDD Explorations. 23, 1, p. 32-41Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Downloads (Pure)
Activities
- 6 Oral presentation
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About Adversarial Configurations for SPLs
Paul Temple (Speaker)
16 Dec 2020Activity: Talk or presentation types › Oral presentation
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Machine learning and configurable systems: a gentle introduction
Paul Temple (Speaker)
19 Oct 2020 → 23 Oct 2020Activity: Talk or presentation types › Oral presentation
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Empirical Assessment of Multimorphic Testing
Paul Temple (Speaker)
24 Jun 2020 → 16 Jul 2020Activity: Talk or presentation types › Oral presentation
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Machine learning and configurable systems: a gentle introduction
Paul Temple (Speaker)
9 Sept 2019 → 13 Sept 2019Activity: Talk or presentation types › Oral presentation
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Using machine learning to infer constraints for product lines
Paul Temple (Speaker)
11 Oct 2017Activity: Talk or presentation types › Oral presentation