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Communication Efficient Model-Aware Federated Learning for Visual Crowd Counting and Density Estimation in Smart Cities.

, , , , , , , , and . EUSIPCO, page 875-879. IEEE, (2023)

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Distributed estimation of sparse user activity for multi-base station on-off random access., , and . ICC Workshops, page 2080-2085. IEEE, (2015)CONDENSE: A Reconfigurable Knowledge Acquisition Architecture for Future 5G IoT., , , , , , , and . CoRR, (2016)Consensus and Products of Random Stochastic Matrices: Exact Rate for Convergence in Probability, , , and . CoRR, (2012)Distributed Gradient Methods with Variable Number of Working Nodes., , , and . IEEE Trans. Signal Process., 64 (15): 4080-4095 (2016)Distributed Detection via Gaussian Running Consensus: Large Deviations Asymptotic Analysis., , , , and . IEEE Trans. Signal Process., 59 (9): 4381-4396 (2011)Sensor Selection for Event Detection in Wireless Sensor Networks., , and . IEEE Trans. Signal Process., 59 (10): 4938-4953 (2011)Convergence Rates for Distributed Stochastic Optimization Over Random Networks., , , and . CDC, page 4238-4245. IEEE, (2018)Sensor selection for hypothesis testing in wireless sensor networks: a Kullback-Leibler based approach., , and . CDC, page 1659-1664. IEEE, (2009)Enabling Peer to Peer Energy Trading in Virtual Microgrids with LP-WAN., , , , and . EUROCON, page 1-5. IEEE, (2019)Large deviations rates for stochastic gradient descent with strongly convex functions., , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 10095-10111. PMLR, (2023)