Publications
- Complete list of publications

Theoretical and statistical machine learning

  • Causal inference

  • Deep learning

  • Time series

  • Ensemble learning

  • Reinforcement learning and multi-armed bandits

  • Missing data

    • Personalized medicine

  • Risk prediction and survival analysis

  • Individualized treatment effects

  • Disease trajectories

    • Intelligent clinical decision support systems

  • Hospital care and decision

  • Screening