22 citations
- Afterschool AllianceUS2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Centre de Recherche en InformatiqueFR1 paper
- Centre de Recherche en Informatique, Signal et Automatique de LilleFR1 paper
- Centrum Wiskunde & InformaticaNL1 paper
- Cristal (United Kingdom)GB1 paper
- Criteo (France)FR1 paper
- Laboratoire Traitement et Communication de l’InformationFR1 paper
- Renault (France)FR1 paper
- Université de LilleFR1 paper
Showing 2018Show all
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stat.ML2018★ 17 cited
Mixture Martingales Revisited with Applications to Sequential Tests and Confidence Intervals
Emilie Kaufmann, Wouter Koolen
This paper presents new deviation inequalities that are valid uniformly in time under adaptive sampling in a multi-armed bandit model. The deviations are measured using the Kullbac…
cs.IR2018★ 22 cited
Recurrent Neural Networks for Long and Short-Term Sequential Recommendation
Kiewan Villatel, Elena Smirnova, Jérémie Mary +1
Recommender systems objectives can be broadly characterized as modeling user preferences over short-or long-term time horizon. A large body of previous research studied long-term r…