Céline Comte

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I am a CNRS researcher within the SARA team at LAAS and the SOLACE team in Toulouse, France.

Between 2019 and 2022, I was a postdoctoral researcher and then an assistant professor in the Stochastic Operations Research group at the Eindhoven University of Technology. I completed my Ph.D. in Computer Science from 2016 to 2019 at Télécom Paris and Nokia Bell Labs, where I was supervised by Thomas Bonald and Fabien Mathieu. During this period, I worked frequently in the Laboratory of Information, Networking, and Communication Sciences (LINCS) in Paris.

Research interests

Stochastic networks, queueing theory, reinforcement learning, matching systems, datacenters, communication networks

Contact

Email:
Office address: Bureau E26, LAAS-CNRS, 7 avenue du Colonel Roche, 31400 Toulouse, France
Profile: Google Scholar, HAL, GitHub, CV

News

Thematic semester on June–December 2024 [January 22, 2024]
With the SOLACE team, we are organizing a thematic semester called Stochastic control and learning for complex networks in Toulouse, France. The semester will feature several workshops, including one on Reinforcement Learning for Stochastic Networks (RL4SN) and another on Online Stochastic Matching. Registration is free but mandatory.

AlgoTel 2024 [January 22, 2024]
I am happy to announce that I am PC chair of AlgoTel 2024, a French-speaking conference on the algorithmic aspects of telecommunications. Please consider submitting a paper!

New preprint! [December 7, 2023]
Our preprint ''Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions: Applications to Product-Form Stochastic Networks and Queueing Systems'' is available on arXiv. This is a joint work with Matthieu Jonckheere, Jaron Sanders, and Albert Senen-Cerda.

SNAPP Seminar [September 28, 2023]
I am serving in the organizing committee of the SNAPP Seminar for the academic year 2023–2024, along with Chang-Han Rhee (Northwestern University), Daniel Freund (MIT), Gauri Joshi (CMU), and Yash Kanoria (Columbia University).

SIGMETRICS 2024 [July 5, 2023]
I am serving in the TPC of the SIGMETRICS 2024 conference. Please consider submitting a paper!