CleanSurvival: Automated data preprocessing for time-to-event models using reinforcement learning

ArXi:2502.03946v5 Announce Type: replace Data preprocessing is often paid little attention in machine learning, despite its potentially significant impact on model performance. While automated machine learning pipelines are starting to recognize and integrate data preprocessing into their solutions for classification and regression tasks, this integration is lacking for specialized tasks like time-to-event models for censored data.