Agathe Guilloux

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 14

Top Topics

Differential Equations

Survival Analysis

Top Venues

IEEE Trans. Inf. Theory

Artif. Intell. Medicine

Publications

Linus Bleistein, Van-Tuan Nguyen, Adeline Fermanian, Agathe Guilloux
Dynamical Survival Analysis with Controlled Latent States. CoRR (2024)
Aziliz Cottin, Marine Zulian, Nicolas Pécuchet, Agathe Guilloux, Sandrine Katsahian
MS-CPFI: A model-agnostic Counterfactual Perturbation Feature Importance algorithm for interpreting black-box Multi-State models. Artif. Intell. Medicine 147 (2024)
Linus Bleistein, Agathe Guilloux
On the Generalization and Approximation Capacities of Neural Controlled Differential Equations. ICLR (2024)
Linus Bleistein, Adeline Fermanian, Anne-Sophie Jannot, Agathe Guilloux
Learning the Dynamics of Sparsely Observed Interacting Systems. ICML (2023)
Linus Bleistein, Adeline Fermanian, Anne-Sophie Jannot, Agathe Guilloux
Learning the Dynamics of Sparsely Observed Interacting Systems. CoRR (2023)
Linus Bleistein, Agathe Guilloux
On the Generalization Capacities of Neural Controlled Differential Equations. CoRR (2023)
Ayoub Abraich, Agathe Guilloux, Blaise Hanczar
SurvCaus : Representation Balancing for Survival Causal Inference. CoRR (2022)
Aziliz Cottin, Nicolas Pécuchet, Marine Zulian, Agathe Guilloux, Sandrine Katsahian
IDNetwork: A deep Illness-Death Network based on multi-states event history process for versatile disease prognostication. SPACA (2021)
Mokhtar Z. Alaya, Simon Bussy, Stéphane Gaïffas, Agathe Guilloux
Binarsity: a penalization for one-hot encoded features in linear supervised learning. J. Mach. Learn. Res. 20 (2019)
Simon Bussy, Mokhtar Z. Alaya, Agathe Guilloux, Anne-Sophie Jannot
Binacox: automatic cut-points detection in high-dimensional Cox model, with applications to genetic data. CoRR (2018)
Simon Bussy, Raphaël Veil, Vincent Looten, Anita Burgun, Stéphane Gaïffas, Agathe Guilloux, Brigitte Ranque, Anne-Sophie Jannot
Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework. CoRR (2018)
Thibault Allart, Guillaume Levieux, Michel Pierfitte, Agathe Guilloux, Stéphane Natkin
Difficulty influence on motivation over time in video games using survival analysis. FDG (2017)
Agathe Guilloux, Sarah Lemler, Marie-Luce Taupin
Adaptive kernel estimation of the baseline function in the Cox model with high-dimensional covariates. J. Multivar. Anal. 148 (2016)
Thibault Allart, Guillaume Levieux, Michel Pierfitte, Agathe Guilloux, Stéphane Natkin
Design influence on player retention: A method based on time varying survival analysis. CIG (2016)
Massil Achab, Agathe Guilloux, Stéphane Gaïffas, Emmanuel Bacry
SGD with Variance Reduction beyond Empirical Risk Minimization. CoRR (2015)
Mokhtar Z. Alaya, Stéphane Gaïffas, Agathe Guilloux
Learning the Intensity of Time Events With Change-Points. IEEE Trans. Inf. Theory 61 (9) (2015)