publications

Selected publications by date.

2026

1. Learning plug-in surrogate endpoints for randomized experiments

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

   pdf project page

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 Balcioglu and Oguz Gurerk. "On a notion of outliers based on ratios of order statistics." arXiv preprint.

   pdf project page

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

   Ahmet Balcioglu. "Order Statistics Based Training and Scoring Algorithms for Deep Outlier Detection." ICAS 2022.

   pdf project page

3. Adaptive Slot-filling for Turkish Natural Language Understanding

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

   pdf project page