Deep Learning for Distributed Optimization: Applications to Wireless Resource Management

31 May 2019

Papers citing "Deep Learning for Distributed Optimization: Applications to Wireless Resource Management"

11 / 11 papers shown

Title
A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization Junbeom Kim Hoon Lee Seung‐Eun Hong Seok-Hwan Park 51 45 0 12 Jul 2022
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing Wei Xu Zhaohui Yang Derrick Wing Kwan Ng Marco Levorato Yonina C. Eldar Mérouane Debbah 34 399 0 01 Jun 2022
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications Khaled B. Letaief Yuanming Shi Jianmin Lu Jianhua Lu 43 417 0 24 Nov 2021
Two-Stage Stochastic Optimization via Primal-Dual Decomposition and Deep Unrolling An Liu Rui Yang Tony Q.S. Quek Min-Jian Zhao 27 12 0 05 May 2021
Deep Learning-based Resource Allocation For Device-to-Device Communication Woongsup Lee R. Schober 17 38 0 25 Nov 2020
Unsupervised Learning for Asynchronous Resource Allocation in Ad-hoc Wireless Networks Zhiyang Wang Mark Eisen Alejandro Ribeiro 16 18 0 05 Nov 2020
Deep Learning Methods for Universal MISO Beamforming Junbeom Kim Hoon Lee Seung‐Eun Hong Seok-Hwan Park 13 54 0 02 Jul 2020
Deep Learning for Radio Resource Allocation with Diverse Quality-of-Service Requirements in 5G Rui Dong Changyang She Wibowo Hardjawana Yonghui Li Branka Vucetic 30 77 0 29 Mar 2020
Wireless Power Control via Counterfactual Optimization of Graph Neural Networks Navid Naderializadeh Mark Eisen Alejandro Ribeiro 23 23 0 17 Feb 2020
Model-Free Learning of Optimal Ergodic Policies in Wireless Systems Dionysios S. Kalogerias Mark Eisen George J. Pappas Alejandro Ribeiro 27 3 0 10 Nov 2019
An Introduction to Deep Learning for the Physical Layer Tim O'Shea J. Hoydis AI4CE 89 2,174 0 02 Feb 2017