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FedLTN: Federated Learning for Sparse and Personalized Lottery Ticket Networks.

V. Mugunthan, E. Lin, V. Gokul, C. Lau, L. Kagal, and S. Pieper. ECCV (12), volume 13672 of Lecture Notes in Computer Science, page 69-85. Springer, (2022)

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Overcoming Challenges of Synthetic Data Generation.K. Fang, V. Mugunthan, V. Ramkumar, and L. Kagal. IEEE Big Data, page 262-270. IEEE, (2022)Multi-VFL: A Vertical Federated Learning System for Multiple Data and Label Owners.V. Mugunthan, P. Goyal, and L. Kagal. CoRR, (2021)Shade: A differentially-private wrapper for enterprise big data.A. Heifetz, V. Mugunthan, and L. Kagal. IEEE BigData, page 1033-1042. IEEE Computer Society, (2017)Navigating Data Heterogeneity in Federated Learning A Semi-Supervised Approach for Object Detection.T. Kim, E. Lin, J. Lee, C. Lau, and V. Mugunthan. CoRR, (2023)Collusion Resistant Federated Learning with Oblivious Distributed Differential Privacy.D. Byrd, V. Mugunthan, A. Polychroniadou, and T. Balch. ICAIF, page 114-122. ACM, (2022)Gradient Masked Averaging for Federated Learning.I. Tenison, S. Sreeramadas, V. Mugunthan, E. Oyallon, I. Rish, and E. Belilovsky. Trans. Mach. Learn. Res., (2023)Utility-Enhancing Flexible Mechanisms for Differential Privacy.V. Mugunthan, W. Xiao, and L. Kagal. PSD, volume 12276 of Lecture Notes in Computer Science, page 74-90. Springer, (2020)PrivacyFL: A Simulator for Privacy-Preserving and Secure Federated Learning.V. Mugunthan, A. Peraire-Bueno, and L. Kagal. CIKM, page 3085-3092. ACM, (2020)BlockFLow: Decentralized, Privacy-Preserving, and Accountable Federated Machine Learning.V. Mugunthan, R. Rahman, and L. Kagal. BLOCKCHAIN, volume 320 of Lecture Notes in Networks and Systems, page 233-242. Springer, (2021)FedLTN: Federated Learning for Sparse and Personalized Lottery Ticket Networks.V. Mugunthan, E. Lin, V. Gokul, C. Lau, L. Kagal, and S. Pieper. ECCV (12), volume 13672 of Lecture Notes in Computer Science, page 69-85. Springer, (2022)

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FedLTN: Federated Learning for Sparse and Personalized Lottery Ticket Networks.

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copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML FedLTN: Federated Learning for Sparse and Personalized Lottery Ticket Networks.

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FedLTN: Federated Learning for Sparse and Personalized Lottery Ticket Networks.