28 citations · 44 across the 13 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
math.OC2021★ 28 cited
Compressed Gradient Tracking for Decentralized Optimization Over General Directed Networks
Zhuoqing Song, Lei Shi, Shi Pu +1
In this paper, we propose two communication efficient decentralized optimization algorithms over a general directed multi-agent network. The first algorithm, termed Compressed Push…
physics.soc-ph2021
Inferring Network Structures via Signal Lasso
Lei Shi, Chen Shen, Libin Jin +4
Inferring the connectivity structure of networked systems from data is an extremely important task in many areas of science. Most of real-world networks exhibit sparsely connected…