Caglar Hizli

According to our database, Caglar Hizli authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Identifying latent state transition in non-linear dynamical systems.

Çaglar Hizli, Çagatay Yildiz, Matthias Bethge, St John, Pekka Marttinen

CoRR, 2024

2023

Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions.

Çaglar Hizli, S. T. John, Anne Juuti, Tuure Saarinen, Kirsi Pietiläinen, Pekka Marttinen

CoRR, 2023

Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions.

Çaglar Hizli, St John, Anne Juuti, Tuure Saarinen, Kirsi Pietiläinen, Pekka Marttinen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Nonparametric modeling of the composite effect of multiple nutrients on blood glucose dynamics.

Arina Odnoblyudova, Caglar Hizli, St John, Andrea Cognolato, Anne Juuti, Simo Särkkä, Kirsi Pietiläinen, Pekka Marttinen

Proceedings of the Machine Learning for Health, 2023

Causal Modeling of Policy Interventions From Treatment-Outcome Sequences.

Caglar Hizli, S. T. John, Anne Tuulikki Juuti, Tuure Tapani Saarinen, Kirsi Hannele Pietiläinen, Pekka Marttinen

Proceedings of the International Conference on Machine Learning, 2023

2022

Joint Non-parametric Point Process model for Treatments and Outcomes: Counterfactual Time-series Prediction Under Policy Interventions.

Çaglar Hizli, S. T. John, Anne Juuti, Tuure Saarinen, Kirsi Pietiläinen, Pekka Marttinen

CoRR, 2022

A Bayesian Allocation Model Based Approach to Mixed Membership Stochastic Blockmodels.

Çaglar Hizli, Serap Kirbiz

Appl. Artif. Intell., 2022

2020

Joint Source Separation and Classification Using Variational Autoencoders.

Çaglar Hizli, Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

2019

Model selection for relational data factorization.

Caglar Hizli, A. Taylan Cemgil, Serap Kirbiz

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019