58 citations · 176 across the 36 of their papers we have counts for
4 papers · 1 filter
Reputation and Audit Bit Based Distributed Detection in the Presence of Byzantine
Chen Quan, Yunghsiang S. Han, Baocheng Geng +1
In this paper, two reputation based algorithms called Reputation and audit based clustering (RAC) algorithm and Reputation and audit based clustering with auxiliary anchor node (RA…
Distributed Estimation in Large Scale Wireless Sensor Networks via a Two Step Group-based Approach
Shan Zhang, Pranay Sharma, Baocheng Geng +1
We consider the problem of collaborative distributed estimation in a large scale sensor network with statistically dependent sensor observations. In collaborative setup, the aim is…
Federated Minimax Optimization: Improved Convergence Analyses and Algorithms
Pranay Sharma, Rohan Panda, Gauri Joshi +1
In this paper, we consider nonconvex minimax optimization, which is gaining prominence in many modern machine learning applications such as GANs. Large-scale edge-based collection…
Ordered Transmission-based Detection in Distributed Networks in the Presence of Byzantines
Chen Quan, Saikiran Bulusu, Baocheng Geng +1
The ordered transmission (OT) scheme reduces the number of transmissions needed in the network to make the final decision, while it maintains the same probability of error as the s…