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Basak Guler
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2020 – today
- 2024
- [j16]Xingyu Lu, Hasin Us Sami
, Basak Güler
SCALR: Communication-Efficient Secure Multi-Party Logistic Regression. IEEE Trans. Commun. 72(1): 162-178 (2024) - [j15]Hasin Us Sami
Secure Aggregation for Clustered Federated Learning With Passive Adversaries. IEEE Trans. Commun. 72(7): 4117-4133 (2024) - [j14]Hasin Us Sami, Basak Güler:
Secure Gradient Aggregation With Sparsification for Resource-Limited Federated Learning. IEEE Trans. Commun. 72(11): 6883-6899 (2024) - [j13]Xingyu Lu, Hasin Us Sami
Privacy-Preserving Collaborative Learning With Linear Communication Complexity. IEEE Trans. Inf. Theory 70(8): 5857-5887 (2024) - [j12]Xingyu Lu, Umit Yigit Basaran
Scalable Multi-Round Multi-Party Privacy-Preserving Neural Network Training. IEEE Trans. Inf. Theory 70(11): 8204-8236 (2024) - [j11]Hasin Us Sami
Over-the-Air Clustered Federated Learning. IEEE Trans. Wirel. Commun. 23(7): 7877-7893 (2024) - [c31]Hasin Us Sami, Basak Güler:
Sparsity-Based Secure Gradient Aggregation for Resource-Constrained Federated Learning. ISIT 2024: 2718-2723 - [c30]Hasin Us Sami, Basak Güler:
Secure Submodel Aggregation for Resource-Aware Federated Learning. ISIT 2024: 2724-2729 - [i15]Xiangyu Chang, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler, Ananthram Swami, Samet Oymak, Amit K. Roy-Chowdhury
Plug-and-Play Transformer Modules for Test-Time Adaptation. CoRR abs/2401.04130 (2024) - [i14]Xiangyu Chang, Sk Miraj Ahmed, Srikanth V. Krishnamurthy, Basak Guler, Ananthram Swami, Samet Oymak, Amit K. Roy-Chowdhury
FLASH: Federated Learning Across Simultaneous Heterogeneities. CoRR abs/2402.08769 (2024) - 2023
- [c29]Jinhyun So, Ramy E. Ali, Basak Güler, Jiantao Jiao, Amir Salman Avestimehr:
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning. AAAI 2023: 9864-9873 - [c28]Yushu Yan, Xiangyu Chang, Basak Guler, Amit K. Roy-Chowdhury, Srikanth V. Krishnamurthy, Ananthram Swami:
Federated Learning for Massive MIMO Power Allocation. ACSSC 2023: 651-655 - [c27]Xingyu Lu, Hasin Us Sami, Basak Güler:
Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity. AISTATS 2023: 10566-10593 - [c26]Hasin Us Sami
Secure Aggregation for Clustered Federated Learning. ISIT 2023: 186-191 - [c25]Xingyu Lu, Basak Güler:
Breaking the Quadratic Communication Overhead of Secure Multi-Party Neural Network Training. ISIT 2023: 921-926 - 2022
- [c24]Irem Ergün, Hasin Us Sami
Communication-Efficient Secure Aggregation for Federated Learning. GLOBECOM 2022: 3881-3886 - [c23]Hasin Us Sami
Over-the-Air Personalized Federated Learning. ICASSP 2022: 8777-8781 - [c22]Jinhyun So, Corey J. Nolet, Chien-Sheng Yang, Songze Li, Qian Yu, Ramy E. Ali, Basak Guler, Salman Avestimehr:
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning. MLSys 2022 - 2021
- [j10]Jinhyun So
Byzantine-Resilient Secure Federated Learning. IEEE J. Sel. Areas Commun. 39(7): 2168-2181 (2021) - [j9]Jinhyun So
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning. IEEE J. Sel. Areas Inf. Theory 2(1): 441-451 (2021) - [j8]Jinhyun So
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning. IEEE J. Sel. Areas Inf. Theory 2(1): 479-489 (2021) - [c21]Basak Güler, Aylin Yener:
Energy-Harvesting Distributed Machine Learning. ISIT 2021: 320-325 - [c20]Basak Guler, Aylin Yener:
A Framework for Sustainable Federated Learning. WiOpt 2021: 278-285 - [i13]Basak Guler, Aylin Yener:
Energy-Harvesting Distributed Machine Learning. CoRR abs/2102.05639 (2021) - [i12]Basak Guler, Aylin Yener:
Sustainable Federated Learning. CoRR abs/2102.11274 (2021) - [i11]Jinhyun So, Ramy E. Ali, Basak Guler, Jiantao Jiao, Salman Avestimehr:
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning. CoRR abs/2106.03328 (2021) - [i10]Jinhyun So, Ramy E. Ali, Basak Güler, Amir Salman Avestimehr:
Secure Aggregation for Buffered Asynchronous Federated Learning. CoRR abs/2110.02177 (2021) - [i9]Irem Ergün, Hasin Us Sami, Basak Guler:
Sparsified Secure Aggregation for Privacy-Preserving Federated Learning. CoRR abs/2112.12872 (2021) - [i8]Jinhyun So, Ramy E. Ali, Basak Guler, Jiantao Jiao, Salman Avestimehr:
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning. IACR Cryptol. ePrint Arch. 2021: 771 (2021) - 2020
- [j7]Basak Güler
TACC: Topology-Aware Coded Computing for Distributed Graph Processing. IEEE Trans. Signal Inf. Process. over Networks 6: 508-525 (2020) - [c19]Jinhyun So, Basak Güler, Salman Avestimehr:
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning. NeurIPS 2020 - [i7]Jinhyun So, Basak Guler, Amir Salman Avestimehr:
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning. CoRR abs/2002.04156 (2020) - [i6]Jinhyun So, Basak Guler, Amir Salman Avestimehr:
Byzantine-Resilient Secure Federated Learning. CoRR abs/2007.11115 (2020) - [i5]Jinhyun So, Basak Guler, Amir Salman Avestimehr:
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning. CoRR abs/2011.01963 (2020) - [i4]Jinhyun So, Basak Guler, Amir Salman Avestimehr:
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning. IACR Cryptol. ePrint Arch. 2020: 167 (2020)
2010 – 2019
- 2019
- [c18]Basak Güler, Ajinkya Jayawant, Amir Salman Avestimehr, Antonio Ortega:
Robust Graph Signal Sampling. ICASSP 2019: 7520-7524 - [c17]Basak Güler, Amir Salman Avestimehr, Antonio Ortega:
Privacy-Aware Distributed Graph-Based Semi-Supervised Learning. MLSP 2019: 1-6 - [i3]Jinhyun So, Basak Guler, Amir Salman Avestimehr, Payman Mohassel:
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning. CoRR abs/1902.00641 (2019) - [i2]Jinhyun So, Basak Guler, Amir Salman Avestimehr, Payman Mohassel:
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning. IACR Cryptol. ePrint Arch. 2019: 140 (2019) - 2018
- [j6]Basak Guler
The Semantic Communication Game. IEEE Trans. Cogn. Commun. Netw. 4(4): 787-802 (2018) - [j5]Basak Guler
Lossy Coding of Correlated Sources Over a Multiple Access Channel: Necessary Conditions and Separation Results. IEEE Trans. Inf. Theory 64(9): 6081-6097 (2018) - [r1]Basak Guler, Aylin Yener:
Influence Propagation in Social Networks with Positive and Negative Relationships. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. 2018 - 2017
- [j4]Basak Guler, Aylin Yener, Prithwish Basu, Ananthram Swami:
Two-Party Zero-Error Function Computation with Asymmetric Priors. Entropy 19(12): 635 (2017) - [c16]Basak Guler, Deniz Gündüz
On the necessary conditions for transmitting correlated sources over a multiple access channel. ISIT 2017: 923-927 - 2016
- [c15]Basak Guler, Aylin Yener, Ebrahim MolavianJazi, Prithwish Basu, Ananthram Swami, Carl Andersen:
Interactive Function Compression with Asymmetric Priors. DCC 2016: 379-388 - [c14]Basak Guler, Aylin Yener, Ananthram Swami:
Learning causal information flow structures in multi-layer networks. GlobalSIP 2016: 1340-1344 - [c13]Basak Guler, Aylin Yener, Ananthram Swami:
The semantic communication game. ICC 2016: 1-6 - [c12]Basak Guler, Deniz Gündüz
On lossy transmission of correlated sources over a multiple access channel. ISIT 2016: 2009-2013 - [i1]Basak Guler, Deniz Gündüz, Aylin Yener:
Lossy Transmission of Correlated Sources over a Multiple Access Channel: Necessary Conditions and Separation Results. CoRR abs/1612.05225 (2016) - 2015
- [j3]Basak Guler, Burak Varan, Kaya Tutuncuoglu, Mohamed S. Nafea, Ahmed A. Zewail, Aylin Yener, Damien Octeau:
Using Social Sensors for Influence Propagation in Networks With Positive and Negative Relationships. IEEE J. Sel. Top. Signal Process. 9(2): 360-373 (2015) - [c11]Basak Guler, Ebrahim MolavianJazi, Aylin Yener:
Remote source coding with two-sided information. ISIT 2015: 2176-2180 - [c10]Basak Guler, Kaya Tutuncuoglu, Aylin Yener:
Maximizing recommender's influence in a social network: An information theoretic perspective. ITW Fall 2015: 262-266 - [c9]Carl Andersen, Prithwish Basu, Basak Guler, Aylin Yener, Ebrahim MolavianJazi:
Protocols for efficient inference communication. PerCom Workshops 2015: 51-56 - 2014
- [j2]Basak Guler, Aylin Yener:
Selective Interference Alignment for MIMO Cognitive Femtocell Networks. IEEE J. Sel. Areas Commun. 32(3): 439-450 (2014) - [j1]Basak Guler, Aylin Yener:
Uplink Interference Management for Coexisting MIMO Femtocell and Macrocell Networks: An Interference Alignment Approach. IEEE Trans. Wirel. Commun. 13(4): 2246-2257 (2014) - [c8]Basak Guler, Burak Varan, Kaya Tutuncuoglu, Mohamed S. Nafea, Ahmed A. Zewail, Aylin Yener, Damien Octeau:
Optimal strategies for targeted influence in signed networks. ASONAM 2014: 906-911 - [c7]Basak Guler, Aylin Yener:
Compressing Semantic Information with Varying Priorities. DCC 2014: 213-222 - [c6]Basak Guler, Burak Varan, Kaya Tutuncuoglu, Mohamed S. Nafea, Ahmed A. Zewail, Aylin Yener, Damien Octeau:
Communicating in a socially-aware network: Impact of relationship types. GlobalSIP 2014: 788-792 - [c5]Basak Guler, Aylin Yener, Prithwish Basu, Carl Andersen, Ananthram Swami:
A study on compressing graphical structures. GlobalSIP 2014: 823-827 - [c4]Basak Guler, Aylin Yener:
Semantic index assignment. PerCom Workshops 2014: 431-436 - 2013
- [c3]Basak Guler, Aylin Yener, Prithwish Basu:
A study of semantic data compression. GlobalSIP 2013: 887-890 - [c2]Basak Guler, Aylin Yener:
Selective interference alignment for MIMO femtocell networks. ICC 2013: 3323-3327 - 2011
- [c1]Basak Guler, Aylin Yener:
Interference Alignment for Cooperative MIMO Femtocell Networks. GLOBECOM 2011: 1-5
Coauthor Index
aka: Salman Avestimehr
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last updated on 2024-12-04 20:15 CET by the dblp team
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