ملف الباحث
Vinay Chakravarthi Gogineni
ورقتان في مجموعة PaperMetrix
المنشورات
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Kernel Regression on Graphs in Random Fourier Features Space
2021
This work proposes an efficient batch-based implementation for kernel regression on graphs (KRG) using random Fourier features (RFF) and a low-complexity online implementation. Kernel regression has proven to be an efficient learning tool in the …
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Networked Personalized Federated Learning Using Reinforcement Learning
2023
Personalized federated learning enables every edge device or group of edge devices within the distributed network to learn a device- or cluster-specific model tailored to their local needs. Data scarcity, however, makes it difficult to …