Adaptive Aggregation For Federated Learning
Jayaram, K. R., Muthusamy, Vinod, Thomas, Gegi, Verma, Ashish, Purcell, Mark
Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
Published in 2022 IEEE International Conference on Big Data (Big Data) (17.12.2022)
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Conference Proceeding
FLIPS: Federated Learning using Intelligent Participant Selection
Bhope, Rahul Atul, Jayaram, K. R, Venkatasubramanian, Nalini, Verma, Ashish, Thomas, Gegi
Year of Publication 07.08.2023
Year of Publication 07.08.2023
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Journal Article
MYSTIKO: Cloud-Mediated, Private, Federated Gradient Descent
Jayaram, K. R., Verma, Archit, Verma, Ashish, Thomas, Gegi, Sutcher-Shepard, Colin
Published in 2020 IEEE 13th International Conference on Cloud Computing (CLOUD) (01.10.2020)
Published in 2020 IEEE 13th International Conference on Cloud Computing (CLOUD) (01.10.2020)
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Conference Proceeding
Adaptive Aggregation For Federated Learning
Jayaram, K. R, Muthusamy, Vinod, Thomas, Gegi, Verma, Ashish, Purcell, Mark
Year of Publication 22.03.2022
Year of Publication 22.03.2022
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Journal Article
Hyperparameter determination for a differentially private federated learning process
Radhakrishnan, Jayaram Kallapalayam, Verma, Ashish, Thomas, Gegi, Sutcher-Shepard, Colin
Year of Publication 26.03.2024
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Year of Publication 26.03.2024
Patent
MYSTIKO : : Cloud-Mediated, Private, Federated Gradient Descent
Jayaram, K. R, Verma, Archit, Verma, Ashish, Thomas, Gegi, Sutcher-Shepard, Colin
Year of Publication 01.12.2020
Year of Publication 01.12.2020
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Journal Article
FLIPS: Federated Learning using Intelligent Participant Selection
Bhope, Rahul Atul, Jayaram, K R, Venkatasubramanian, Nalini, Verma, Ashish, Gegi, Thomas
Published in arXiv.org (30.09.2023)
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Published in arXiv.org (30.09.2023)
Paper