Alix Lheritier

According to our database, Alix Lheritier authored at least 10 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

A Cramér Distance perspective on Quantile Regression based Distributional Reinforcement Learning.

Alix Lheritier, Nicolas Bondoux

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

A Cramér Distance perspective on Non-crossing Quantile Regression in Distributional Reinforcement Learning.

Alix Lhéritier, Nicolas Bondoux

CoRR, 2021

2020

PCMC-Net: Feature-based Pairwise Choice Markov Chains.

Alix Lhéritier

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

kd-switch: A Universal Online Predictor with an application to Sequential Two-Sample Testing.

Alix Lhéritier, Frédéric Cazals

CoRR, 2019

Low-Complexity Nonparametric Bayesian Online Prediction with Universal Guarantees.

Alix Lhéritier, Frédéric Cazals

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

A Sequential Non-Parametric Multivariate Two-Sample Test.

Alix Lheritier, Frédéric Cazals

IEEE Trans. Inf. Theory, 2018

Airline Passenger Name Record Generation using Generative Adversarial Networks.

Alejandro Mottini, Alix Lheritier, Rodrigo Acuna-Agost

CoRR, 2018

Understanding Customer Choices to Improve Recommendations in the Air Travel Industry.

Alejandro Mottini, Alix Lheritier, Rodrigo Acuna-Agost, Maria A. Zuluaga

Proceedings of the Workshop on Recommenders in Tourism, 2018

2015

Nonparametric methods for learning and detecting multivariate statistical dissimilarity. (Méthodes non-paramétriques pour l'apprentissage et la détection de dissimilarité statistique multivariée).

Alix Lheritier

PhD thesis, 2015

Beyond two-sample-tests: Localizing data discrepancies in high-dimensional spaces.

Frédéric Cazals, Alix Lheritier

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015