- titre
- Efficient Change-Point Detection for Tackling Piecewise-Stationary Bandits
- auteur
- Lilian Besson, Emilie Kaufmann, Odalric-Ambrym Maillard, Julien Seznec
- article
- Journal of Machine Learning Research, 2022
- titre
- Decentralized spectrum learning for radio collision mitigation in ultra-dense IoT networks: LoRaWAN case study and experiments
- auteur
- Christophe Moy, Lilian Besson, Guillaume Delbarre, Laurent Toutain
- article
- Annals of Telecommunications - annales des télécommunications, 2020, 75 (11-12), pp.711-727. ⟨10.1007/s12243-020-00795-y⟩
- titre
- Non-asymptotic analysis of a sequential rupture detection test and its application to non-stationary bandits
- auteur
- Lilian Besson, Emilie Kaufmann
- article
- GRETSI 2019 - XXVIIème Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
- titre
- Decentralized Spectrum Learning for IoT Wireless Networks Collision Mitigation
- auteur
- Christophe Moy, Lilian Besson
- article
- ISIoT 2019 - 1st International Workshop on Intelligent Systems for the Internet of Things, May 2019, Santorin, Greece
- titre
- GNU Radio Implementation of MALIN: "Multi-Armed bandits Learning for Internet-of-things Networks
- auteur
- Lilian Besson, Remi Bonnefoi, Christophe Moy
- article
- IEEE WCNC 2019 - IEEE Wireless Communications and Networking Conference, Apr 2019, Marrakech, Morocco. ⟨10.1109/WCNC.2019.8885841⟩
- titre
- Upper-Confidence Bound for Channel Selection in LPWA Networks with Retransmissions
- auteur
- Remi Bonnefoi, Lilian Besson, Julio Manco-Vasquez, Christophe Moy
- article
- The 1st International Workshop on Mathematical Tools and technologies for IoT and mMTC Networks Modeling, Philippe Mary, Samir Perlaza, Petar Popovski, Apr 2019, Marrakech, Morocco
- titre
- Multi-Players Bandit Algorithms for Internet of Things Networks
- auteur
- Lilian Besson
- article
- Signal and Image Processing. CentraleSupélec, 2019. English. ⟨NNT : 2019CSUP0005⟩
- titre
- Aggregation of Multi-Armed Bandits Learning Algorithms for Opportunistic Spectrum Access
- auteur
- Lilian Besson, Emilie Kaufmann, Christophe Moy
- article
- IEEE WCNC - IEEE Wireless Communications and Networking Conference, Apr 2018, Barcelona, Spain. ⟨10.1109/wcnc.2018.8377070⟩
- titre
- Multi-Player Bandits Revisited
- auteur
- Lilian Besson, Emilie Kaufmann
- article
- Algorithmic Learning Theory, Mehryar Mohri; Karthik Sridharan, Apr 2018, Lanzarote, Spain
- titre
- Julia, my new friend for computing and optimization?
- auteur
- Pierre Haessig, Lilian Besson
- article
- Master. France. 2018
- titre
- Multi-Armed bandit Learning in Iot Networks (MALIN)
- auteur
- Remi Bonnefoi, Lilian Besson, Christophe Moy
- article
- ICT 2018 - 25th International Conference on Telecommunications, Jun 2018, Saint-Malo, France.
- titre
- Multi-Player Bandits Revisited
- auteur
- Lilian Besson
- article
- Séminaire « IETR : Interagir Evaluer Transmettre Réunir », Jun 2018, Vannes, France
- titre
- A Note on the Ei Function and a Useful Sum-Inequality
- auteur
- Lilian Besson
- article
- 2018
- titre
- SMPyBandits: an Experimental Framework for Single and Multi-Players Multi-Arms Bandits Algorithms in Python
- auteur
- Lilian Besson
- article
- 2018
- titre
- What Doubling Tricks Can and Can't Do for Multi-Armed Bandits
- auteur
- Lilian Besson, Emilie Kaufmann
- article
- 2018
- titre
- Multi-Armed Bandit Learning in IoT Networks: Learning helps even in non-stationary settings
- auteur
- Rémi Bonnefoi, Lilian Besson, Christophe Moy, Emilie Kaufmann, Jacques Palicot
- article
- CROWNCOM 2017 - 12th EAI International Conference on Cognitive Radio Oriented Wireless Networks, Sep 2017, Lisbon, Portugal. pp.173-185, ⟨10.1007/978-3-319-76207-4_15⟩
- titre
- Multi-Armed Bandit Learning in IoT Networks
- auteur
- Remi Bonnefoi, Lilian Besson
- article
- Journée des Doctorants de l'IETR, Jul 2017, Rennes, France