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eess.SP2023★ 1 cited
Distributed Filtering Design with Enhanced Resilience to Coordinated Byzantine Attacks
Ashkan Moradi, Vinay Chakravarthi Gogineni, Naveen K. D. Venkategowda +1
This paper proposes a Byzantine-resilient consensus-based distributed filter (BR-CDF) wherein network agents employ partial sharing of state parameters. We characterize the perform…
eess.SP2022
Decentralized Optimization with Distributed Features and Non-Smooth Objective Functions
Cristiano Gratton, Naveen K. D. Venkategowda, Reza Arablouei +1
We develop a new consensus-based distributed algorithm for solving learning problems with feature partitioning and non-smooth convex objective functions. Such learning problems are…