Lilian Besson
Lilian Besson
Junior professor (agrégé) in theoretical Computer Science and Mathematics at ENS de Rennes, will
Verified email at ENS-Rennes.fr - Homepage
Title
Cited by
Cited by
Year
Multi-Player Bandits Revisited
L Besson, E Kaufmann
Algorithmic Learning Theory, 56-92, 2018
532018
Multi-Armed Bandit Learning in IoT Networks: Learning helps even in non-stationary settings
R Bonnefoi, L Besson, C Moy, E Kaufmann, J Palicot
12th CROWNCOM, 12 pages, 2017
402017
What Doubling Tricks Can and Can't Do for Multi-Armed Bandits
L Besson, E Kaufmann
arXiv preprint arXiv:1803.06971, 2018
192018
lifelines: survival analysis in Python
C Davidson-Pilon
Journal of Open Source Software 4 (40), 1317, 2019
102019
The Generalized Likelihood Ratio Test meets klUCB: an Improved Algorithm for Piece-Wise Non-Stationary Bandits
L Besson, E Kaufmann
arXiv preprint arXiv:1902.01575, 2019
102019
SMPyBandits: an Open-Source Research Framework for Single and Multi-Players Multi-Arms Bandits (MAB) Algorithms in Python, 2018
L Besson
Code at https://GitHub. com/SMPyBandits/SMPyBandits/, documentation at https …, 0
8
Aggregation of multi-armed bandits learning algorithms for opportunistic spectrum access
L Besson, E Kaufmann, C Moy
2018 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2018
42018
Decentralized Spectrum Learning for IoT Wireless Networks Collision Mitigation
C Moy, L Besson
2019 15th International Conference on Distributed Computing in Sensor …, 2019
22019
MALIN: an Implementation of Multi-Armed Bandits Learning Schemes for Internet-of-things Networks
L Besson, R Bonnefoi, C Moy
2019 IEEE Wireless Communications and Networking Conference (IEEE WCNC 2019 …, 2019
22019
Upper-Confidence Bound for Channel Selection in LPWA Networks with Retransmissions
R Bonnefoi, L Besson, J Manco-Vasquez, C Moy
2019 IEEE Wireless Communications and Networking Conference Workshop (WCNCW …, 2019
12019
GNU Radio Implementation of MALIN:“Multi-Armed bandits Learning for Internet-of-things Networks”
L Besson, R Bonnefoi, C Moy
2019 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2019
12019
SMPyBandits: an Experimental Framework for Single and Multi-Players Multi-Arms Bandits Algorithms in Python
L Besson
12018
Multi-Arm Bandit Algorithms for Internet of Things Networks: A TestBed Implementation and Demonstration that Learning Helps
L Besson, R Bonnefoi, C Moy
International Conference on Telecommunication, 2018
1*2018
Decentralized spectrum learning for radio collision mitigation in ultra-dense IoT networks: LoRaWAN case study and experiments
C Moy, L Besson, G Delbarre, L Toutain
Annals of Telecommunications, 1-17, 2020
2020
Agrégation d'algorithmes d'apprentissage pour les bandits multi-bras appliquée à l'accès opportuniste au spectre
L Besson, E Kaufmann, C Moy
2020
Stratégies de Bornes Supérieures de Confiances pour la Sélection de Canaux dans des Réseaux LPWA avec Retransmissions
R Bonnefoi, L Besson, J Manco-Vasquez, C Moy
2020
Implémentation GNU Radio de MALIN:" stratégies d'apprentissage de bandits multi-bras pour des réseaux de l'Internet des Objets"(" Multi-Armed bandits Learning for Internet-of …
L Besson, R Bonnefoi, C Moy
2020
Apprentissage avec des bandits multi-bras pour des réseaux IoT (Internet des Objects)
R Bonnefoi, L Besson
2020
Bandits Multi-Joueurs Revisités
L Besson
2020
SMPyBandits: un environnement expérimental en Python pour des simulations d'algorithmes de bandits manchots à un ou plusieurs joueurs
L Besson
2020
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