Berkant Turan

Conference proceedings

1. Głuch, G., Turan, B., Nagarajan, S. G., and Pokutta, S. (2025). The Good, the Bad and the Ugly: Meta-Analysis of Watermarks, Transferable Attacks and Adversarial Defenses. Proceedings of the Conference on Neural Information Processing Systems, 38. [arXiv]
   [BibTeX]

   @inproceedings{2024_GrzegorzTuranNagarajanPokutta_Watermarksadversarialdefenses:1,
     year = {2025},
     booktitle = {Proceedings of the Conference on Neural Information Processing Systems},
     month = sep,
     volume = {38},
     archiveprefix = {arXiv},
     eprint = {2410.08864},
     arxiv = {arXiv:2410.08864},
     primaryclass = {cs.LG},
     author = {Głuch, Grzegorz and Turan, Berkant and Nagarajan, Sai Ganesh and Pokutta, Sebastian},
     title = {The Good, the Bad and the Ugly: Meta-Analysis of Watermarks, Transferable Attacks and Adversarial Defenses}
   }

2. Turan, B., Asadulla, S., Steinmann, D., Stammer, W., and Pokutta, S. (2025, July 10). Neural Concept Verifier: Scaling Prover-Verifier Games Via Concept Encodings. Proceedings of the Actionable Interpretability Workshop at ICML 2025. DOI: 10.48550/arXiv.2507.07532 [arXiv]
   [BibTeX]

   @inproceedings{2025_TuranEtAl_Neuralconceptverifier_2507-07532,
     year = {2025},
     booktitle = {Proceedings of the Actionable Interpretability Workshop at ICML 2025},
     month = jul,
     doi = {10.48550/arXiv.2507.07532},
     archiveprefix = {arXiv},
     eprint = {2507.07532},
     arxiv = {arXiv:2507.07532},
     primaryclass = {cs.LG},
     author = {Turan, Berkant and Asadulla, Suhrab and Steinmann, David and Stammer, Wolfgang and Pokutta, Sebastian},
     title = {Neural Concept Verifier: Scaling Prover-Verifier Games Via Concept Encodings},
     date = {2025-07-10}
   }

3. Pauls, J., Zimmer, M., Turan, B., Saatchi, S., Ciais, P., Pokutta, S., and Gieseke, F. (2025). Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation. Proceedings of the International Conference on Machine Learning, 267. DOI: 10.48550/arXiv.2501.19328 [arXiv]
   [BibTeX]

   @inproceedings{2025_JanEtAl_Temporalcanopyheight,
     year = {2025},
     booktitle = {Proceedings of the International Conference on Machine Learning},
     month = may,
     volume = {267},
     doi = {10.48550/arXiv.2501.19328},
     archiveprefix = {arXiv},
     eprint = {2501.19328},
     arxiv = {arXiv:2501.19328},
     primaryclass = {cs.LG},
     author = {Pauls, Jan and Zimmer, Max and Turan, Berkant and Saatchi, Sassan and Ciais, Philippe and Pokutta, Sebastian and Gieseke, Fabian},
     title = {Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation},
     date = {2025-01-31}
   }

4. Głuch, G., Turan, B., Nagarajan, S. G., and Pokutta, S. (2025, March). The Good, the Bad and the Ugly: Meta-Analysis of Watermarks, Transferable Attacks and Adversarial Defenses. Proceedings of the ICLR 2025: Workshop on GenAI Watermarking @ ICLR 2025. [arXiv]
   [BibTeX]

   @inproceedings{2024_GrzegorzTuranNagarajanPokutta_Watermarksadversarialdefenses,
     year = {2025},
     booktitle = {Proceedings of the ICLR 2025: Workshop on GenAI Watermarking @ ICLR 2025},
     month = mar,
     archiveprefix = {arXiv},
     eprint = {2410.08864},
     arxiv = {arXiv:2410.08864},
     primaryclass = {cs.LG},
     author = {Głuch, Grzegorz and Turan, Berkant and Nagarajan, Sai Ganesh and Pokutta, Sebastian},
     title = {The Good, the Bad and the Ugly: Meta-Analysis of Watermarks, Transferable Attacks and Adversarial Defenses}
   }

5. Wäldchen, S., Sharma, K., Turan, B., Zimmer, M., and Pokutta, S. (2024, January). Interpretability Guarantees with Merlin-Arthur Classifiers. Proceedings of the International Conference on Artificial Intelligence and Statistics. [arXiv]
   [BibTeX]

   @inproceedings{2022_WaeldchenEtAl_Interpretabilityguarantees,
     year = {2024},
     booktitle = {Proceedings of the International Conference on Artificial Intelligence and Statistics},
     month = jan,
     archiveprefix = {arXiv},
     eprint = {2206.00759},
     arxiv = {arXiv:2206.00759},
     primaryclass = {cs.LG},
     author = {Wäldchen, Stephan and Sharma, Kartikey and Turan, Berkant and Zimmer, Max and Pokutta, Sebastian},
     title = {Interpretability Guarantees with Merlin-Arthur Classifiers}
   }