Publications

Journal Articles
1. B. Tegin, M. A. Ali, and T. M. Duman, "Over-the-air multi-sensor inference with neural networks using memristor-based analog computing," Physical Communication, vol. 69, p. 102582, 2025. Link
2. B. Tegin and T. M. Duman, "Capacity approximations for insertion channels with small insertion probabilities," arXiv preprint arXiv:2411.14771, Submitted to IEEE Transactions on Information Theory, 2024. Link
3. B. Tegin and T. M. Duman, "Federated learning with over-the-air aggregation over time-varying channels," IEEE Transactions on Wireless Communications, vol. 22, no. 8, pp. 5671–5684, Aug. 2023. Link
4. B. Tegin, E. E. Hernandez, S. Rini, and T. M. Duman, "Straggler mitigation through unequal error protection for distributed approximate matrix multiplication," IEEE Journal on Selected Areas in Communications, vol. 40, no. 2, pp. 468–483, Feb. 2022. Link
5. M. Kalfa, M. Gok, A. Atalik, B. Tegin, T. M. Duman, and O. Arikan, "Towards goal-oriented semantic signal processing: Applications and future challenges," Digital Signal Processing, vol. 119, p. 103134, Dec. 2021. Link
6. B. Tegin and T. M. Duman, "Blind federated learning at the wireless edge with low-resolution ADC and DAC," IEEE Transactions on Wireless Communications, vol. 20, no. 12, pp. 7786–7798, Dec. 2021. Link
7. B. Tegin and T. M. Duman, "Coded caching with user grouping over wireless channels," IEEE Wireless Communications Letters, vol. 9, no. 6, pp. 920–923, Jun. 2020. Link

Conference Proceedings
1. B. Tegin and T. M. Duman, "On the Capacity of Insertion Channels for Small Insertion Probabilities," arXiv preprint arXiv:2504.14035 (Accepted for presentation, ISIT), 2025. [Preprint] Link
2. F. Bagci, B. Tegin, M. Kazemi, and T. M. Duman, "Update estimation and scheduling for over-the-air federated learning with energy harvesting devices," arXiv preprint arXiv:2501.18298 (Accepted for presentation, ICC WS), 2025. [Preprint] Link
3. B. Tegin and T. M. Duman, "Transformation-invariant over-the-air combining for multi-sensor wireless inference," IEEE Global Communications Conference (GLOBECOM), Kuala Lumpur, Malaysia, Dec. 2023. Link
4. B. Tegin and T. M. Duman, "Blind federated learning with low-cost analog-to-digital converters," IEEE Global Communications Conference (GLOBECOM), Madrid, Spain, Dec. 2021. Link
5. B. Tegin and T. M. Duman, "Federated learning over time-varying channels," IEEE Global Communications Conference (GLOBECOM), Madrid, Spain, Dec. 2021. Link
6. B. Tegin, E. E. Hernandez, S. Rini, and T. M. Duman, "Straggler mitigation through unequal error protection for distributed matrix multiplication," IEEE International Conference on Communications (ICC), Montreal, QC, Canada, Jun. 2021. Link

Thesis
PhD. B. Tegin, “Federated learning and distributed inference over wireless channels,” PhD thesis, Bilkent Universitesi (Turkey), 2023. Link
MS: B. Tegin, “Distributed caching and learning over wireless channels,” Master’s thesis, Bilkent Universitesi (Turkey), 2020. Link