publications

Selected publications by date. You can also find my articles on my Google Scholar profile.

2026

1. Learning plug-in surrogate endpoints for randomized experiments

   Alessandro-Umberto Margueritte, Ahmet Zahid Balcıoğlu, Jesse H. Krijthe, Dave Zachariah, and Fredrik D. Johansson. "Learning plug-in surrogate endpoints for randomized experiments." arXiv, 2026.

   pdf

2024

1. Identifiable Latent Bandits: Leveraging observational data for personalized decision-making

   Ahmet Zahid Balcıoğlu, Newton Mwai, Emil Carlsson, and Fredrik D. Johansson. "Identifiable Latent Bandits: Leveraging observational data for personalized decision-making." Transactions on Machine Learning Research, 2026.

   pdf project page

2022

1. On a notion of outliers based on ratios of order statistics

   Ahmet Zahid Balcıoğlu and Oğuz Gürerk. "On a notion of outliers based on ratios of order statistics." arXiv 2022.

   pdf project page

2. Order Statistics Based Training and Scoring Algorithms for Deep Outlier Detection

   Ahmet Zahid Balcıoğlu. "Order Statistics Based Training and Scoring Algorithms for Deep Outlier Detection." MSc Thesis Yildiz Technical University, 2022.

   pdf project page

3. Adaptive Slot-filling for Turkish Natural Language Understanding

   Ahmet Zahid Balcıoğlu. "Adaptive Slot-filling for Turkish Natural Language Understanding." 7th International Conference on Computer Science and Engineering (UBMK), IEEE Xplore, 2022.