Efficient power allocation using graph neural networks and deep algorithm unfolding

18 November 2020

Papers citing "Efficient power allocation using graph neural networks and deep algorithm unfolding"

10 / 10 papers shown

Title
Data-Driven Symbol Detection via Model-Based Machine Learning Nariman Farsad Nir Shlezinger Andrea J. Goldsmith Yonina C. Eldar 50 49 0 14 Feb 2020
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 92 1,020 0 22 Dec 2019
Structure of Deep Neural Networks with a Priori Information in Wireless Tasks Jia Guo Chenyang Yang 22 12 0 30 Oct 2019
A Graph Neural Network Approach for Scalable Wireless Power Control Yifei Shen Yuanming Shi Jun Zhang Khaled B. Letaief GNN 42 79 0 19 Jul 2019
Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks Kota Nakashima Shotaro Kamiya K. Ohtsu Koji Yamamoto Takayuki Nishio M. Morikura 39 55 0 17 May 2019
Learning Optimal Resource Allocations in Wireless Systems Mark Eisen Clark Zhang Luiz F. O. Chamon Daniel D. Lee Alejandro Ribeiro 38 208 0 21 Jul 2018
Convolutional Neural Network Architectures for Signals Supported on Graphs Fernando Gama A. Marques G. Leus Alejandro Ribeiro 169 286 0 01 May 2018
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 587 28,999 0 09 Sep 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 323 7,646 0 30 Jun 2016
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 199 4,870 0 21 Dec 2013