Dopamine: Differentially private federated learning on medical data M Malekzadeh, B Hasircioglu, N Mital, K Katarya, ME Ozfatura, D Gündüz arXiv preprint arXiv:2101.11693, 2021 | 72 | 2021 |
Bivariate polynomial coding for efficient distributed matrix multiplication B Hasırcıoğlu, J Gómez-Vilardebó, D Gündüz IEEE Journal on Selected Areas in Information Theory 2 (3), 814-829, 2021 | 37* | 2021 |
Private wireless federated learning with anonymous over-the-air computation B Hasırcıoğlu, D Gündüz ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 35 | 2021 |
Over-the-air ensemble inference with model privacy SF Yilmaz, B Hasırcıoğlu, D Gündüz 2022 IEEE International Symposium on Information Theory (ISIT), 1265-1270, 2022 | 24 | 2022 |
Bivariate hermitian polynomial coding for efficient distributed matrix multiplication B Hasırcıoğlu, J Gómez-Vilardebó, D Gündüz GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-6, 2020 | 12 | 2020 |
Speeding up private distributed matrix multiplication via bivariate polynomial codes B Hasircioğlu, J Gómez-Vilardebó, D Gündüz 2021 IEEE International Symposium on Information Theory (ISIT), 1853-1858, 2021 | 11 | 2021 |
Bivariate polynomial codes for secure distributed matrix multiplication B Hasırcıoǧlu, J Gómez-Vilardebó, D Gündüz IEEE Journal on Selected Areas in Communications 40 (3), 955-967, 2022 | 10 | 2022 |
Bivariate polynomial coding for straggler exploitation with heterogeneous workers B Hasırcıoğlu, J Gómez-Vilardebó, D Gündüz 2020 IEEE International Symposium on Information Theory (ISIT), 251-256, 2020 | 8 | 2020 |
Communication efficient private federated learning using dithering B Hasircioglu, D Gunduz arXiv preprint arXiv:2309.07809, 2023 | 7* | 2023 |
Transparent Fault Tolerance for Real-Time Automation Systems B Hasircioglu, YA Pignolet, T Sivanthi Proceedings of the 1st International Workshop on Internet of People …, 2018 | 2 | 2018 |
Privacy Amplification via Random Participation in Federated Learning B Hasircioglu, D Gunduz arXiv preprint arXiv:2205.01556, 2022 | 1 | 2022 |
Generalized Multivariate Polynomial Codes for Distributed Matrix-Matrix Multiplication J Gómez-Vilardebó, B Hasırcıoğlu, D Gündüz arXiv preprint arXiv:2411.14980, 2024 | | 2024 |
Private Collaborative Edge Inference via Over-the-Air Computation SF Yilmaz, B Hasircioglu, L Qiao, D Gunduz arXiv preprint arXiv:2407.21151, 2024 | | 2024 |
ISSUE ON CODED COMPUTING B Hasırcıoglu, J Gómez-Vilardebó, D Gündüz, H Jeong, A Devulapalli, ... | | |