Agathe Guilloux

According to our database, Agathe Guilloux authored at least 16 papers between 2015 and 2024.

Collaborative distances:

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

2024

MS-CPFI: A model-agnostic Counterfactual Perturbation Feature Importance algorithm for interpreting black-box Multi-State models.

Aziliz Cottin, Marine Zulian, Nicolas Pécuchet, Agathe Guilloux, Sandrine Katsahian

Artif. Intell. Medicine, January, 2024

Dynamical Survival Analysis with Controlled Latent States.

Linus Bleistein, Van-Tuan Nguyen, Adeline Fermanian, Agathe Guilloux

CoRR, 2024

Dynamic Survival Analysis with Controlled Latent States.

Linus Bleistein, Van-Tuan Nguyen, Adeline Fermanian, Agathe Guilloux

Proceedings of the Forty-first International Conference on Machine Learning, 2024

On the Generalization and Approximation Capacities of Neural Controlled Differential Equations.

Linus Bleistein, Agathe Guilloux

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

On the Generalization Capacities of Neural Controlled Differential Equations.

Linus Bleistein, Agathe Guilloux

CoRR, 2023

Learning the Dynamics of Sparsely Observed Interacting Systems.

Linus Bleistein, Adeline Fermanian, Anne-Sophie Jannot, Agathe Guilloux

Proceedings of the International Conference on Machine Learning, 2023

2022

SurvCaus : Representation Balancing for Survival Causal Inference.

Ayoub Abraich, Agathe Guilloux, Blaise Hanczar

CoRR, 2022

2021

IDNetwork: A deep Illness-Death Network based on multi-states event history process for versatile disease prognostication.

Aziliz Cottin, Nicolas Pécuchet, Marine Zulian, Agathe Guilloux, Sandrine Katsahian

Proceedings of AAAI Symposium on Survival Prediction, 2021

2019

Binarsity: a penalization for one-hot encoded features in linear supervised learning.

Mokhtar Z. Alaya, Simon Bussy, Stéphane Gaïffas, Agathe Guilloux

J. Mach. Learn. Res., 2019

2018

Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework.

Simon Bussy, Raphaël Veil, Vincent Looten, Anita Burgun, Stéphane Gaïffas, Agathe Guilloux, Brigitte Ranque, Anne-Sophie Jannot

CoRR, 2018

Binacox: automatic cut-points detection in high-dimensional Cox model, with applications to genetic data.

Simon Bussy, Mokhtar Z. Alaya, Agathe Guilloux, Anne-Sophie Jannot

CoRR, 2018

2017

Difficulty influence on motivation over time in video games using survival analysis.

Thibault Allart, Guillaume Levieux, Michel Pierfitte, Agathe Guilloux, Stéphane Natkin

Proceedings of the International Conference on the Foundations of Digital Games, 2017

2016

Adaptive kernel estimation of the baseline function in the Cox model with high-dimensional covariates.

Agathe Guilloux, Sarah Lemler, Marie-Luce Taupin

J. Multivar. Anal., 2016

Design influence on player retention: A method based on time varying survival analysis.

Thibault Allart, Guillaume Levieux, Michel Pierfitte, Agathe Guilloux, Stéphane Natkin

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

2015

Learning the Intensity of Time Events With Change-Points.

Mokhtar Z. Alaya, Stéphane Gaïffas, Agathe Guilloux

IEEE Trans. Inf. Theory, 2015

SGD with Variance Reduction beyond Empirical Risk Minimization.

Massil Achab, Agathe Guilloux, Stéphane Gaïffas, Emmanuel Bacry

CoRR, 2015