Céline Comte
Orcid: 0009-0005-9413-7124
According to our database1,
Céline Comte authored at least 21 papers
between 2016 and 2026.
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Bibliography
2026
Optimization Trade-offs in Asynchronous Federated Learning: A Stochastic Networks Approach.
CoRR, March, 2026
2025
Arrival Control in Quasi-Reversible Queueing Systems: Optimization and Reinforcement Learning.
CoRR, May, 2025
Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability.
J. Mach. Learn. Res., 2025
Optimizing Asynchronous Federated Learning: A Delicate Trade-Off Between Model-Parameter Staleness and Update Frequency.
Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025
2023
Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions: Applications to Product-Form Stochastic Networks and Queueing Systems.
CoRR, 2023
2021
CoRR, 2021
Load Balancing in Heterogeneous Server Clusters: Insights From a Product-Form Queueing Model.
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021
Proceedings of the Performance Engineering and Stochastic Modeling, 2021
2020
CoRR, 2020
2019
Resource management in computer clusters : algorithm design and performance analysis. (Gestion des ressources dans les grappes d'ordinateurs : conception d'algorithmes et analyse de performance).
PhD thesis, 2019
2018
Proceedings of the 30th International Teletraffic Congress, 2018
Proceedings of the Abstracts of the 2018 ACM International Conference on Measurement and Modeling of Computer Systems, 2018
Proceedings of the 2018 IFIP Networking Conference and Workshops, 2018
2017
2016