Annuaire - LAAS-CNRS

Céline Comte

Céline Comte

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SARA : Services and Architectures for Advanced Networks

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News

LaasNRS_11fevrier_CelineComte

11/02, International Day of Women and Girls in Science

On this International Day, discover the feature on Céline Comte, a computer science researcher, in Manon Magazine

All news of Céline Comte

Latest publications

2026

Journal articles

Céline Comte, Isaac Grosof. Graph-Based Product Form. Queueing Systems, 2026, 110 (2), pp.34. ⟨10.1007/s11134-026-09994-1⟩. ⟨hal-04956887v2⟩

Céline Comte, Pascal Moyal. Admission Control of Quasi-Reversible Queueing Systems: Optimization and Reinforcement Learning. Queueing Systems, 2026, 110 (3), pp.41. ⟨10.1007/s11134-026-09999-w⟩. ⟨hal-05074406v3⟩

Conference papers

Céline Comte, Itai Gurvich. Fluid Value Functions for Policy-Gradient Algorithms. Second Workshop on ML×OR: Mathematical Foundations and Operational Integration of Machine Learning for Uncertainty-Aware Decision-Making, Dec 2026, Atlanta, United States. ⟨hal-05796403v2⟩

Preprints, Working Papers, ...

Céline Comte, Jan-Pieter Dorsman, Kristen Gardner. Modelling Skill-Based Queueing Systems using Pass-and-Swap Queues and Whittle Networks. 2026. ⟨hal-05830288⟩

Abdelkrim Alahyane, Céline Comte, Matthieu Jonckheere. Optimization Trade-offs in Asynchronous Federated Learning: A Stochastic Networks Approach. 2026. ⟨hal-05568760⟩

2025

Journal articles

Céline Comte, Matthieu Jonckheere, Jaron Sanders, Albert Senen-Cerda. Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability. Journal of Machine Learning Research, 2025, 26 (132), pp.1-74. ⟨hal-04329790v3⟩

Conference papers

Abdelkrim Alahyane, Céline Comte, Matthieu Jonckheere, Éric Moulines. Optimizing Asynchronous Federated Learning: A Delicate Trade-Off Between Model-Parameter Staleness and Update Frequency. European Conference on Artificial Intelligence (ECAI), Oct 2025, Bologna, Italy. ⟨10.3233/FAIA251139⟩. ⟨hal-04938472v3⟩

2023

Preprints, Working Papers, ...

Céline Comte, Fabien Mathieu, Sushil Mahavir Varma, Ana Bušić. Online Stochastic Matching: A Polytope Perspective. 2026. ⟨hal-03502084v7⟩

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