Agathe Guilloux

20 papers A* 3C 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Latent Neural-ODE for Model-Informed Precision Dosing: Overcoming Structural Assumptions in Pharmacokinetics.
CoRR
Benjamin Maurel, Agathe Guilloux, Sarah Zohar, Moreno Ursino, Jean-Baptiste Woillard
2025 J jnl
KANFormer for Predicting Fill Probabilities via Survival Analysis in Limit Order Books.
CoRR
Jinfeng Zhong, Emmanuel Bacry, Agathe Guilloux, Jean-François Muzy
2025 J jnl
Toward Valid Generative Clinical Trial Data with Survival Endpoints.
CoRR
Perrine Chassat, Van Tuan Nguyen, Lucas Ducrot, Emilie Lanoy, Agathe Guilloux
2024 A* conf
Dynamic Survival Analysis with Controlled Latent States.
ICML
Linus Bleistein, Van-Tuan Nguyen, Adeline Fermanian, Agathe Guilloux
2024 J jnl
Dynamical Survival Analysis with Controlled Latent States.
CoRR
Linus Bleistein, Van-Tuan Nguyen, Adeline Fermanian, Agathe Guilloux
2024 J jnl
MS-CPFI: A model-agnostic Counterfactual Perturbation Feature Importance algorithm for interpreting black-box Multi-State models.
Artif. Intell. Medicine
Aziliz Cottin, Marine Zulian, Nicolas Pécuchet, Agathe Guilloux, Sandrine Katsahian
2024 A* conf
On the Generalization and Approximation Capacities of Neural Controlled Differential Equations.
ICLR
Linus Bleistein, Agathe Guilloux
2023 A* conf
Learning the Dynamics of Sparsely Observed Interacting Systems.
ICML
Linus Bleistein, Adeline Fermanian, Anne-Sophie Jannot, Agathe Guilloux
2023 J jnl
Learning the Dynamics of Sparsely Observed Interacting Systems.
CoRR
Linus Bleistein, Adeline Fermanian, Anne-Sophie Jannot, Agathe Guilloux
2023 J jnl
On the Generalization Capacities of Neural Controlled Differential Equations.
CoRR
Linus Bleistein, Agathe Guilloux
2022 J jnl
SurvCaus : Representation Balancing for Survival Causal Inference.
CoRR
Ayoub Abraich, Agathe Guilloux, Blaise Hanczar
2021 — conf
IDNetwork: A deep Illness-Death Network based on multi-states event history process for versatile disease prognostication.
SPACA
Aziliz Cottin, Nicolas Pécuchet, Marine Zulian, Agathe Guilloux, Sandrine Katsahian
2019 J jnl
Binarsity: a penalization for one-hot encoded features in linear supervised learning.
J. Mach. Learn. Res.
Mokhtar Z. Alaya, Simon Bussy, Stéphane Gaïffas, Agathe Guilloux
2018 J jnl
Binacox: automatic cut-points detection in high-dimensional Cox model, with applications to genetic data.
CoRR
Simon Bussy, Mokhtar Z. Alaya, Agathe Guilloux, Anne-Sophie Jannot
2018 J jnl
Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework.
CoRR
Simon Bussy, Raphaël Veil, Vincent Looten, Anita Burgun, Stéphane Gaïffas, Agathe Guilloux, Brigitte Ranque, Anne-Sophie Jannot
2017 C conf
Difficulty influence on motivation over time in video games using survival analysis.
FDG
Thibault Allart, Guillaume Levieux, Michel Pierfitte, Agathe Guilloux, Stéphane Natkin
2016 J jnl
Adaptive kernel estimation of the baseline function in the Cox model with high-dimensional covariates.
J. Multivar. Anal.
Agathe Guilloux, Sarah Lemler, Marie-Luce Taupin
2016 — conf
Design influence on player retention: A method based on time varying survival analysis.
CIG
Thibault Allart, Guillaume Levieux, Michel Pierfitte, Agathe Guilloux, Stéphane Natkin
2015 J jnl
Learning the Intensity of Time Events With Change-Points.
IEEE Trans. Inf. Theory
Mokhtar Z. Alaya, Stéphane Gaïffas, Agathe Guilloux
2015 J jnl
SGD with Variance Reduction beyond Empirical Risk Minimization.
CoRR
Massil Achab, Agathe Guilloux, Stéphane Gaïffas, Emmanuel Bacry