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Basak Guler
Titel
Zitiert von
Zitiert von
Jahr
Turbo-aggregate: Breaking the quadratic aggregation barrier in secure federated learning
J So, B Güler, AS Avestimehr
IEEE Journal on Selected Areas in Information Theory 2 (1), 479-489, 2021
2722021
Byzantine-resilient secure federated learning
J So, B Güler, AS Avestimehr
IEEE Journal on Selected Areas in Communications 39 (7), 2168-2181, 2020
2272020
CodedPrivateML: A fast and privacy-preserving framework for distributed machine learning
J So, B Güler, AS Avestimehr
IEEE Journal on Selected Areas in Information Theory 2 (1), 441-451, 2021
1272021
The semantic communication game
B Güler, A Yener, A Swami
IEEE Transactions on Cognitive Communications and Networking 4 (4), 787-802, 2018
1242018
Lightsecagg: a lightweight and versatile design for secure aggregation in federated learning
J So, C He, CS Yang, S Li, Q Yu, R E Ali, B Guler, S Avestimehr
Proceedings of Machine Learning and Systems 4, 694-720, 2022
1122022
Selective interference alignment for MIMO cognitive femtocell networks
B Guler, A Yener
IEEE Journal on Selected Areas in Communications 32 (3), 439-450, 2014
792014
Securing secure aggregation: Mitigating multi-round privacy leakage in federated learning
J So, RE Ali, B Güler, J Jiao, AS Avestimehr
Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9864-9873, 2023
662023
A scalable approach for privacy-preserving collaborative machine learning
J So, B Guler, S Avestimehr
Advances in Neural Information Processing Systems 33, 8054-8066, 2020
442020
Uplink interference management for coexisting MIMO femtocell and macrocell networks: An interference alignment approach
B Guler, A Yener
IEEE Transactions on Wireless Communications 13 (4), 2246-2257, 2014
342014
Interference alignment for cooperative MIMO femtocell networks
B Guler, A Yener
2011 IEEE Global Telecommunications Conference-GLOBECOM 2011, 1-5, 2011
322011
Secure Aggregation for Buffered Asynchronous Federated Learning
J So, RE Ali, B Güler, AS Avestimehr
arXiv preprint arXiv:2110.02177, 2021
282021
Sparsified Secure Aggregation for Privacy-Preserving Federated Learning
I Ergun, HU Sami, B Guler
arXiv preprint arXiv:2112.12872, 2021
272021
Semantic index assignment
B Guler, A Yener
2014 IEEE International Conference on Pervasive Computing and Communication …, 2014
192014
Energy-Harvesting Distributed Machine Learning
B Güler, A Yener
2021 IEEE International Symposium on Information Theory (ISIT), 320-325, 2021
182021
Sustainable Federated Learning
B Guler, A Yener
arXiv preprint arXiv:2102.11274, 2021
152021
Optimal strategies for targeted influence in signed networks
B Guler, B Varan, K Tutuncuoglu, M Nafea, AA Zewail, A Yener, D Octeau
2014 IEEE/ACM International Conference on Advances in Social Networks …, 2014
142014
Over-the-Air Personalized Federated Learning
HU Sami, B Güler
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
112022
Using social sensors for influence propagation in networks with positive and negative relationships
B Guler, B Varan, K Tutuncuoglu, M Nafea, AA Zewail, A Yener, D Octeau
IEEE Journal of Selected Topics in Signal Processing 9 (2), 360-373, 2015
92015
A Study of Semantic Data Compression
B Guler, A Yener, P Basu
Global Conference on Signal and Information Processing (GlobalSIP), 2013 …, 2013
92013
A Framework for Sustainable Federated Learning
B Güler, A Yener
2021 19th International Symposium on Modeling and Optimization in Mobile, Ad …, 2021
72021
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