Extending Merlin-Arthur Classifiers for Improved Interpretability. - Berkant Turan (xAI (Late-breaking Work, Demos, Doctoral Consortium), 2023)

Interpretability Guarantees with Merlin-Arthur Classifiers. - Stephan Wäldchen; Kartikey Sharma; Berkant Turan; Max Zimmer; Sebastian Pokutta (AISTATS, 2024)

The Good, the Bad and the Ugly: Watermarks, Transferable Attacks and Adversarial Defenses. - Grzegorz Gluch; Berkant Turan; Sai Ganesh Nagarajan; Sebastian Pokutta (CoRR, 2024)

Interpretability Guarantees with Merlin-Arthur Classifiers. - Stephan Wäldchen; Kartikey Sharma; Berkant Turan; Max Zimmer; Sebastian Pokutta (Zenodo, 2024)

Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation. - Jan Pauls; Max Zimmer; Berkant Turan; Sassan Saatchi; Philippe Ciais; Sebastian Pokutta; Fabian Gieseke (CoRR, 2025)

Neural Concept Verifier: Scaling Prover-Verifier Games via Concept Encodings. - Berkant Turan; Suhrab Asadulla; David Steinmann; Wolfgang Stammer; Sebastian Pokutta (CoRR, 2025)