Agathe Guilloux
Scholar

Agathe Guilloux

Google Scholar ID: kgTpYO8AAAAJ
INRIA HeKA
statisticsstatistical learningbiostatisticssurvival analysis
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Citations & Impact
All-time
Citations
959
 
H-index
16
 
i10-index
18
 
Publications
20
 
Co-authors
0
 
Publications
8 items
HyperNSDE: Personalized Neural SDEs for Joint Static-Longitudinal Clinical Data Generation
2026
Cited
0
Doubly valid and doubly sharp sensitivity analysis to unobserved confounding for survival outcomes
2026
Cited
0
Latent Neural-ODE for Model-Informed Precision Dosing: Overcoming Structural Assumptions in Pharmacokinetics
2026
Cited
0
KANFormer for Predicting Fill Probabilities via Survival Analysis in Limit Order Books
2025
Cited
0
Toward Valid Generative Clinical Trial Data with Survival Endpoints
2025
Cited
0
Sensitivity Analysis to Unobserved Confounders: A Comparative Review to Estimate Confounding Strength in Sensitivity Models
2025
Cited
0
A regularized multi-state model for covariate selection with interval-censored survival data
2025
Cited
0
Sharp Bounds for Continuous-Valued Treatment Effects with Unobserved Confounders
2024
Cited
0
Resume
Academic Achievements
  • Has publications and teaching experience
Background
  • Professor of Statistics and Data Science
Miscellany
  • Looking for candidates to join the team