31 citations · 35 across the 5 of their papers we have counts for
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cs.LG2019★ 1 cited
PCMC-Net: Feature-based Pairwise Choice Markov Chains
Alix Lhéritier
Pairwise Choice Markov Chains (PCMC) have been recently introduced to overcome limitations of choice models based on traditional axioms unable to express empirical observations fro…
cs.LG2019★ 1 cited
Low-Complexity Nonparametric Bayesian Online Prediction with Universal Guarantees
Alix Lhéritier, Frédéric Cazals
We propose a novel nonparametric online predictor for discrete labels conditioned on multivariate continuous features. The predictor is based on a feature space discretization indu…
cs.LG2018★ 31 cited
Airline Passenger Name Record Generation using Generative Adversarial Networks
Alejandro Mottini, Alix Lheritier, Rodrigo Acuna-Agost
Passenger Name Records (PNRs) are at the heart of the travel industry. Created when an itinerary is booked, they contain travel and passenger information. It is usual for airlines…