publications

List of all my academic works, including publications, theses, and conference contributions, in reversed chronological order.

  1. merlin-arthur-classifier.jpeg
    Interpretability Guarantees with Merlin-Arthur Classifiers
    Stephan Wäldchen, Kartikey Sharma, Berkant Turan, Max Zimmer, and 1 more author
    In Artificial Intelligence and Statistics (AISTATS), 2024
  2. world_conference_on_explainable_artificial_intelligence_logo.jpeg
    Extending Merlin-Arthur Classifiers for Improved Interpretability
    Berkant Turan
    In Joint Proceedings of the xAI-2023 Late-breaking Work, Demos and Doctoral Consortium, co-located with the 1st World Conference on eXplainable Artificial Intelligence (xAI-2023), Jul 2023
    6-page extended abstract. Awarded Best Doctoral Proposal at xAI-2023.
  3. msc2022_thumbnail_turan.png
    Robustness of Hybrid Discriminative-Generative Models
    Berkant Turan
    Technical University of Berlin, Jul 2022

    MSc Thesis

  4. bsc2018_thumbnail.png
    Modeling and Simulation of Convective Flows in the Outer Earth’s Core using the Finite Element Method
    Berkant Turan
    Technical University of Berlin, Jul 2018

    BSc Thesis