Çağlar Hızlı

Joined

September 2022

Names

Çağlar Hızlı (Preferred)

Emails

****@aalto.fi (Confirmed)

Personal Links

Career & Education History

PhD student

Aalto University (aalto.fi)

2020 – 2025

MS student

Boğaziçi University (boun.edu.tr)

2017 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Object-level self-distillation with bounding-box weak supervision improves vision pretraining
Çağlar Hızlı, Joel Honkamaa, Çağatay Yıldız, Pekka Marttinen
- Submitted to ICLR 2026
- Readers: Everyone
Identifying latent state transitions in non-linear dynamical systems
Çağlar Hızlı, Çağatay Yıldız, Matthias Bethge, S. T. John, Pekka Marttinen
- ICLR 2025 Poster
- Readers: Everyone
Identifying latent state transition in non-linear dynamical systems
Çağlar Hızlı, Çagatay Yildiz, Matthias Bethge, S. T. John, Pekka Marttinen
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions
Çağlar Hızlı, S. T. John, Anne Tuulikki Juuti, Tuure Tapani Saarinen, Kirsi Hannele Pietiläinen, Pekka Marttinen
- NeurIPS 2023 poster
- Readers: Everyone
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
- ICML 2023 Poster
- Readers: Everyone
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
- Published: 02 Dec 2022, Last Modified: 05 May 2023
- TS4H Poster
- Readers: Everyone
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
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
A Bayesian Allocation Model Based Approach to Mixed Membership Stochastic Blockmodels
Çaglar Hizli, Serap Kirbiz
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Appl. Artif. Intell. 2022
- Readers: Everyone
Joint Source Separation and Classification Using Variational Autoencoders
Çaglar Hizli, Ertug Karamatli, Ali Taylan Cemgil, Serap Kirbiz
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- SIU 2020
- Readers: Everyone
Model selection for relational data factorization
Caglar Hizli, A. Taylan Cemgil, Serap Kirbiz
- Published: 01 Jan 2019, Last Modified: 12 May 2023
- SIU 2019
- Readers: Everyone

Co-Authors