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ORCIDAgathe Guilloux
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2020 – today
- 2024
[j4]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: 102741 (2024)- [c6]Linus Bleistein, Agathe Guilloux:
On the Generalization and Approximation Capacities of Neural Controlled Differential Equations. ICLR 2024 - [c5]Linus Bleistein, Van-Tuan Nguyen, Adeline Fermanian, Agathe Guilloux:
Dynamic Survival Analysis with Controlled Latent States. ICML 2024 - [i7]Linus Bleistein, Van-Tuan Nguyen, Adeline Fermanian, Agathe Guilloux:
Dynamical Survival Analysis with Controlled Latent States. CoRR abs/2401.17077 (2024) - 2023
- [c4]Linus Bleistein, Adeline Fermanian, Anne-Sophie Jannot, Agathe Guilloux:
Learning the Dynamics of Sparsely Observed Interacting Systems. ICML 2023: 2603-2640 - [i6]Linus Bleistein, Adeline Fermanian, Anne-Sophie Jannot, Agathe Guilloux:
Learning the Dynamics of Sparsely Observed Interacting Systems. CoRR abs/2301.11647 (2023) - [i5]Linus Bleistein, Agathe Guilloux:
On the Generalization Capacities of Neural Controlled Differential Equations. CoRR abs/2305.16791 (2023) - 2022
- [i4]Ayoub Abraich, Agathe Guilloux, Blaise Hanczar:
SurvCaus : Representation Balancing for Survival Causal Inference. CoRR abs/2203.15672 (2022) - 2021
- [c3]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: 1-21
2010 – 2019
- 2019
- [j3]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: 118:1-118:34 (2019) - 2018
- [i3]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 abs/1807.09813 (2018) - [i2]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 abs/1807.09821 (2018) - 2017
- [c2]Thibault Allart, Guillaume Levieux, Michel Pierfitte, Agathe Guilloux, Stéphane Natkin:
Difficulty influence on motivation over time in video games using survival analysis. FDG 2017: 2:1-2:6 - 2016
- [j2]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: 141-159 (2016) - [c1]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: 1-8 - 2015
- [j1]Mokhtar Z. Alaya, Stéphane Gaïffas, Agathe Guilloux:
Learning the Intensity of Time Events With Change-Points. IEEE Trans. Inf. Theory 61(9): 5148-5171 (2015) - [i1]Massil Achab, Agathe Guilloux, Stéphane Gaïffas, Emmanuel Bacry:
SGD with Variance Reduction beyond Empirical Risk Minimization. CoRR abs/1510.04822 (2015)
Coauthor Index
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