Caglar Hizli
Visitor
Visitor
T313 Dept. Computer Science
Full researcher profile
https://research.aalto.fi/...
Email
caglar.hizli@aalto.fi
Phone number
+358509114031
Honors and awards
Aalto SCI award: Teaching Assistants of the Year 2023
Our teaching assistant (TA) team in the Machine Learning course (CS-C3240) got the Aalto SCI award: Teaching Assistants of the Year 2023.
Award or honor granted for a specific work
Department of Computer Science
Dec 2023
Publications
Causality, identifiability, and representation learning for machine learning with non-i.i.d. data
Çağlar Hızlı
2026
Identifying latent state transitions in non-linear dynamical systems
Çağlar Hızlı, Çağatay Yıldız, Matthias Bethge, S. T. John, Pekka Marttinen
2025
13th International Conference on Learning Representations, ICLR 2025
Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions
Caglar Hizli, Ti John, Anne Juuti, Tuure Saarinen, Kirsi Pietiläinen, Pekka Marttinen
2024
Advances in Neural Information Processing Systems 36 (NeurIPS 2023)
Causal Modeling of Policy Interventions From Treatment-Outcome Sequences
Caglar Hizli, ST John, Anne Juuti, Tuure Saarinen, Kirsi Pietiläinen, Pekka Marttinen
2023
Proceedings of the 40th International Conference on Machine Learning
Nonparametric modeling of the composite effect of multiple nutrients on blood glucose dynamics
Arina Odnoblyudova, Caglar Hizli, ST John, Anne Juuti, Simo Särkkä, Kirsi Pietiläinen, Pekka Marttinen
2023
Proceedings of the 3rd Machine Learning for Health Symposium
Joint Point Process Model for Counterfactual Treatment–Outcome Trajectories Under Policy Interventions
Caglar Hizli, Ti John, Anne Juuti, Tuure Saarinen, Kirsi Pietiläinen, Pekka Marttinen
2022