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):
Collaborations and top research areas from the last five years
Projects
- 1 Active
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SmartTune - Robust and SustainableHyper-parameter Optimisation for Deep Learning
Gratia, A. (PI), Perrouin, G. (Supervisor), Schobbens, P. Y. (Co-supervisor), Temple, P. (Support role), Tuci, E. (Support role) & Acher, M. (Support role)
1/07/21 → 28/06/25
Project: PHD
Research output
- 1 Conference contribution
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CNNGen: A Generator and a Dataset for Energy-Aware Neural Architecture Search
Gratia, A., Liu, H., Satoh, S., Temple, P., Schobbens, P.-Y. & Perrouin, G., 2024, 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning.Research output: Contribution in Book/Catalog/Report/Conference proceeding › Conference contribution
Open AccessFile38 Downloads (Pure)
Activities
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The 32th European Symposium on Artificial Neural Networks (Esann2024)
Gratia, A. (Contributor)
9 Oct 2024 → 11 Oct 2024Activity: Participating in or organising an event types › Participation in conference
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WIVACE 2024XVIII International Workshop on Artificial Life and Evolutionary Computation
Gratia, A. (Contributor)
11 Sept 2024 → 13 Sept 2024Activity: Participating in or organising an event types › Participation in conference
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National Institute of Informatics
Gratia, A. (Visiting researcher)
8 Mar 2023 → 5 Aug 2023Activity: Visiting an external institution types › Research/Teaching in a external institution
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Inria-DFKI European Summer School on AI
Gratia, A. (Poster)
29 Aug 2022 → 2 Sept 2022Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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BMW Summer School 2022
Gratia, A. (Poster)
4 Jul 2022 → 9 Jul 2022Activity: Participating in or organising an event types › Participation in workshop, seminar, course
Thesis
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Automated and Disciplined ConvNet Architecture Exploration
Gratia, A. (Author), Perrouin, G. (Supervisor), Frénay, B. (Co-Supervisor) & Temple, P. (Co-Supervisor), 22 Jun 2021Student thesis: Master types › Master in Computer Science Professional focus in Data Science
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