A Structured Nonparametric Framework for Nonlinear Accelerated Failure Time Models (KAN-AFT)

Mebin Jose, Jisha Francis, Sudheesh Kumar Kattumannil

Accelerated failure time (AFT) models provide a direct and interpretable time-scale description of covariate effects in lifetime data analysis, but classical formulations rely on l…