Hızlı, Çağlar

5 publications

ICLR 2025 Identifying Latent State Transitions in Non-Linear Dynamical Systems Çağlar Hızlı, Çağatay Yıldız, Matthias Bethge, S. T. John, Pekka Marttinen

ICMLW 2024 Identifying Latent State Transition in Non-Linear Dynamical Systems Çağlar Hızlı, Çagatay Yildiz, Matthias Bethge, S. T. John, Pekka Marttinen

ICML 2023 Causal Modeling of Policy Interventions from Treatment-Outcome Sequences Çağlar Hızlı, S. T. John, Anne Tuulikki Juuti, Tuure Tapani Saarinen, Kirsi Hannele Pietiläinen, Pekka Marttinen

NeurIPS 2023 Temporal Causal Mediation Through a Point Process: Direct and Indirect Effects of Healthcare Interventions Çağlar Hızlı, St John, Anne Juuti, Tuure Saarinen, Kirsi Pietiläinen, Pekka Marttinen

NeurIPSW 2022 Joint Point Process Model for Counterfactual Treatment-Outcome Trajectories Under Policy Interventions Çağlar Hızlı, S. T. John, Anne Tuulikki Juuti, Tuure Tapani Saarinen, Kirsi Hannele Pietiläinen, Pekka Marttinen