455 citations
- Centre National de la Recherche ScientifiqueFR17 papers
- Institut national de recherche en sciences et technologies du numériqueFR15 papers
- Télécom ParisFR10 papers
- SupélecFR9 papers
- Institut de Recherche en Informatique et Systèmes AléatoiresFR7 papers
- Université de RennesFR7 papers
- Institut d'Électronique et des Technologies du numéRiqueFR6 papers
- IMT AtlantiqueFR5 papers
- Institut Polytechnique de ParisFR5 papers
- Université Paris 1 Panthéon-SorbonneFR5 papers
- Centre de Recherche en InformatiqueFR4 papers
- Institut Mines-TélécomFR4 papers
Showing 2016Show all
3 papers · 1 filter
cs.AI2016★ 1 cited
Random Shuffling and Resets for the Non-stationary Stochastic Bandit Problem
Robin Allesiardo, Raphaël Féraud, Odalric-Ambrym Maillard
We consider a non-stationary formulation of the stochastic multi-armed bandit where the rewards are no longer assumed to be identically distributed. For the best-arm identification…
stat.ML2016★ 14 cited
Discovering Patterns in Time-Varying Graphs: A Triclustering Approach
Romain Guigourès, Marc Boullé, Fabrice Rossi
This paper introduces a novel technique to track structures in time varying graphs. The method uses a maximum a posteriori approach for adjusting a three-dimensional co-clustering…
cs.NI2016★ 14 cited
System level analysis of heterogeneous networks under imperfect traffic hotspot localization
Aymen Jaziri, Ridha Nasri, Tijani Chahed
We study, in this paper, the impact of imperfect small cell positioning with respect to traffic hotspots in cellular networks. In order to derive the throughput distribution in mac…