Name
Title | ||
|---|---|---|
Decentralized RLS with Data-Adaptive Censoring for Regressions over Large-Scale Networks. |
Abstract | ||
|---|---|---|
The deluge of networked data motivates the development of algorithms for computation- and communication-efficient information processing. In this context, three data-adaptive censoring strategies are introduced to considerably reduce the computation and communication overhead of decentralized recursive least-squares solvers. The first relies on alternating minimization and the stochastic Newton it... |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1109/TSP.2018.2795594 | IEEE Transactions on Signal Processing |
Keywords | DocType | Volume |
Linear regression,Signal processing algorithms,Technological innovation,Wireless sensor networks,Electronic mail,Information processing,Estimation | Journal | 66 |
Issue | ISSN | Citations |
6 | 1053-587X | 3 |
PageRank | References | Authors |
0.40 | 2 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Zifeng Wang | 1 | 31 | 10.71 |
| Zheng Yu | 2 | 3 | 0.40 |
| Qing Ling | 3 | 968 | 60.48 |
| Dimitris Berberidis | 4 | 45 | 7.47 |
| Georgios B. Giannakis | 5 | 497 | 29.65 |