Lilian Besson

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 15

Top Topics

Wireless Networks

Generalized Likelihood Ratio Test

Multi Armed Bandits

Learning Algorithm

Top Venues

Ann. des Télécommunications

Publications

Lilian Besson, Emilie Kaufmann, Odalric-Ambrym Maillard, Julien Seznec
Efficient Change-Point Detection for Tackling Piecewise-Stationary Bandits. J. Mach. Learn. Res. 23 (2022)
Christophe Moy, Lilian Besson, Guillaume Delbarre, Laurent Toutain
Decentralized spectrum learning for radio collision mitigation in ultra-dense IoT networks: LoRaWAN case study and experiments. Ann. des Télécommunications 75 (11) (2020)
Lilian Besson, Rémi Bonnefoi, Christophe Moy
GNU Radio Implementation of MALIN: "Multi-Armed bandits Learning for Internet-of-things Networks". CoRR (2019)
Christophe Moy, Lilian Besson
Decentralized Spectrum Learning for IoT Wireless Networks Collision Mitigation. CoRR (2019)
Lilian Besson, Emilie Kaufmann
The Generalized Likelihood Ratio Test meets klUCB: an Improved Algorithm for Piece-Wise Non-Stationary Bandits. CoRR (2019)
Rémi Bonnefoi, Lilian Besson, Julio C. Manco-Vasquez, Christophe Moy
Upper-Confidence Bound for Channel Selection in LPWA Networks with Retransmissions. WCNC Workshops (2019)
Christophe Moy, Lilian Besson
Decentralized Spectrum Learning for IoT Wireless Networks Collision Mitigation. DCOSS (2019)
Rémi Bonnefoi, Lilian Besson, Julio C. Manco-Vasquez, Christophe Moy
Upper-Confidence Bound for Channel Selection in LPWA Networks with Retransmissions. CoRR (2019)
Lilian Besson, Rémi Bonnefoi, Christophe Moy
GNU Radio Implementation of MALIN: "Multi-Armed bandits Learning for Internet-of-things Networks". WCNC (2019)
Lilian Besson, Emilie Kaufmann
What Doubling Tricks Can and Can't Do for Multi-Armed Bandits. CoRR (2018)
Rémi Bonnefoi, Lilian Besson, Christophe Moy, Emilie Kaufmann, Jacques Palicot
Multi-Armed Bandit Learning in IoT Networks: Learning helps even in non-stationary settings. CoRR (2018)
Lilian Besson, Emilie Kaufmann, Christophe Moy
Aggregation of multi-armed bandits learning algorithms for opportunistic spectrum access. WCNC (2018)
Lilian Besson, Emilie Kaufmann
{Multi-Player Bandits Revisited}. ALT (2018)
Rémi Bonnefoi, Lilian Besson, Christophe Moy, Emilie Kaufmann, Jacques Palicot
Multi-Armed Bandit Learning in IoT Networks: Learning Helps Even in Non-stationary Settings. CrownCom (2017)
Lilian Besson, Emilie Kaufmann
Multi-Player Bandits Models Revisited. CoRR (2017)