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stat.ML2025
TV-SurvCaus: Dynamic Representation Balancing for Causal Survival Analysis
Ayoub Abraich
Estimating the causal effect of time-varying treatments on survival outcomes is a challenging task in many domains, particularly in medicine where treatment protocols adapt over ti…
stat.ML2022★ 1 cited
SurvCaus : Representation Balancing for Survival Causal Inference
Ayoub Abraich, Agathe Guilloux, Blaise Hanczar
Individual Treatment Effects (ITE) estimation methods have risen in popularity in the last years. Most of the time, individual effects are better presented as Conditional Average T…