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Caglar Hizli
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2020 – today
- 2024
- [i4]Çaglar Hizli, Çagatay Yildiz, Matthias Bethge, St John, Pekka Marttinen:
Identifying latent state transition in non-linear dynamical systems. CoRR abs/2406.03337 (2024) - 2023
- [c5]Caglar Hizli, S. T. John, Anne Tuulikki Juuti, Tuure Tapani Saarinen, Kirsi Hannele Pietiläinen, Pekka Marttinen:
Causal Modeling of Policy Interventions From Treatment-Outcome Sequences. ICML 2023: 13050-13084 - [c4]Arina Odnoblyudova, Caglar Hizli, St John
, Andrea Cognolato, Anne Juuti, Simo Särkkä, Kirsi Pietiläinen, Pekka Marttinen:
Nonparametric modeling of the composite effect of multiple nutrients on blood glucose dynamics. ML4H@NeurIPS 2023: 428-444 - [c3]Çaglar Hizli, St John, Anne Juuti, Tuure Saarinen, Kirsi Pietiläinen, Pekka Marttinen:
Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions. NeurIPS 2023 - [i3]Çaglar Hizli, S. T. John, Anne Juuti, Tuure Saarinen, Kirsi Pietiläinen, Pekka Marttinen
Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions. CoRR abs/2306.09656 (2023) - [i2]Arina Odnoblyudova, Çaglar Hizli, St John, Andrea Cognolato, Anne Juuti, Simo Särkkä, Kirsi Pietiläinen, Pekka Marttinen:
Nonparametric modeling of the composite effect of multiple nutrients on blood glucose dynamics. CoRR abs/2311.03129 (2023) - 2022
- [j1]Çaglar Hizli
A Bayesian Allocation Model Based Approach to Mixed Membership Stochastic Blockmodels. Appl. Artif. Intell. 36(1) (2022) - [i1]Çaglar Hizli, S. T. John, Anne Juuti, Tuure Saarinen, Kirsi Pietiläinen, Pekka Marttinen:
Joint Non-parametric Point Process model for Treatments and Outcomes: Counterfactual Time-series Prediction Under Policy Interventions. CoRR abs/2209.04142 (2022) - 2020
- [c2]Çaglar Hizli, Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz:
Joint Source Separation and Classification Using Variational Autoencoders. SIU 2020: 1-4
2010 – 2019
- 2019
- [c1]Caglar Hizli, A. Taylan Cemgil, Serap Kirbiz:
Model selection for relational data factorization. SIU 2019: 1-4
Coauthor Index
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