Journal: IEEE Journal on Selected Areas in Communications

Volume 41, Issue 4

845 -- 850Xuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang. Guest Editorial Communication-Efficient Distributed Learning Over Networks
851 -- 873Xuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang. Communication-Efficient Distributed Learning: An Overview
874 -- 886Chung-Hsuan Hu, Zheng Chen 0002, Erik G. Larsson. Scheduling and Aggregation Design for Asynchronous Federated Learning Over Wireless Networks
887 -- 901Cho-Chun Chiu, Xusheng Zhang, Ting He 0001, Shiqiang Wang 0001, Ananthram Swami. Laplacian Matrix Sampling for Communication- Efficient Decentralized Learning
902 -- 914Chen Chen, Hong Xu 0001, Wei Wang 0030, Baochun Li, Bo Li 0001, Li Chen 0008, Gong Zhang. GIFT: Toward Accurate and Efficient Federated Learning With Gradient-Instructed Frequency Tuning
915 -- 928Jiarong Yang, Yuan Liu 0001, Rahif Kassab. Client Selection for Federated Bayesian Learning
929 -- 940Ghadir Ayache, Venkat Dassari, Salim El Rouayheb. Walk for Learning: A Random Walk Approach for Federated Learning From Heterogeneous Data
941 -- 963Keshi Ge, Kai Lu, Yongquan Fu, Xiaoge Deng, Zhiquan Lai, Dongsheng Li 0001. Compressed Collective Sparse-Sketch for Distributed Data-Parallel Training of Deep Learning Models
964 -- 976Sangjun Park, Wan Choi 0001. Regulated Subspace Projection Based Local Model Update Compression for Communication-Efficient Federated Learning
977 -- 989Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali, Songze Li, Giuseppe Caire. SwiftAgg+: Achieving Asymptotically Optimal Communication Loads in Secure Aggregation for Federated Learning
990 -- 1006Rui Chen, Dian Shi, Xiaoqi Qin, Dongjie Liu, Miao Pan, Shuguang Cui. Service Delay Minimization for Federated Learning Over Mobile Devices
1007 -- 1022Yuzhi Yang, Zhaoyang Zhang 0001, Yuqing Tian, Zhaohui Yang 0001, Chongwen Huang, Caijun Zhong, Kai-Kit Wong. Over-the-Air Split Machine Learning in Wireless MIMO Networks
1023 -- 1034Chi Guo, Cong Wang, Lin Cui, Qiuzhan Zhou, Juan Li. Radio Resource Management for C-V2X: From a Hybrid Centralized-Distributed Scheme to a Distributed Scheme
1035 -- 1050Jun Du, Bingqing Jiang, Chunxiao Jiang, Yuanming Shi, Zhu Han 0001. Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems
1051 -- 1066Wen Wu 0003, Mushu Li, Kaige Qu, Conghao Zhou, Xuemin Shen, Weihua Zhuang, Xu Li 0001, Weisen Shi. Split Learning Over Wireless Networks: Parallel Design and Resource Management
1067 -- 1080Yuval Ben-Hur, Asaf Goren, Da El Klang, Yongjune Kim 0001, Yuval Cassuto. Ensemble Classification With Noisy Real-Valued Base Functions
1081 -- 1101Zhenyu Liu 0003, Andrea Conti 0001, Sanjoy K. Mitter, Moe Z. Win. Communication-Efficient Distributed Learning Over Networks - Part I: Sufficient Conditions for Accuracy
1102 -- 1119Zhenyu Liu 0003, Andrea Conti 0001, Sanjoy K. Mitter, Moe Z. Win. Communication-Efficient Distributed Learning Over Networks - Part II: Necessary Conditions for Accuracy
1120 -- 1134Lukas Schynol, Marius Pesavento. Coordinated Sum-Rate Maximization in Multicell MU-MIMO With Deep Unrolling
1135 -- 1150Ruiting Zhou, Xueying Zhang, John C. S. Lui, Zongpeng Li. Dynamic Pricing and Placing for Distributed Machine Learning Jobs: An Online Learning Approach
1151 -- 1166Shuo Wang, Yongcai Wang, Xuewei Bai, Deying Li 0001. Communication Efficient, Distributed Relative State Estimation in UAV Networks
1167 -- 1185Chao Huang 0028, Haoran Yu, Jianwei Huang 0001, Randall Berry. An Online Inference-Aided Incentive Framework for Information Elicitation Without Verification
1186 -- 1200Zhiyan Liu, Qiao Lan, Kaibin Huang. Resource Allocation for Multiuser Edge Inference With Batching and Early Exiting
1201 -- 1211Tiago Koketsu Rodrigues, Nei Kato. Hybrid Centralized and Distributed Learning for MEC-Equipped Satellite 6G Networks
1212 -- 1226Zhanhua Zhang, Shusen Yang, Cong Zhao 0001, Xuebin Ren, Hanqiao Yu, Qing Han, Siyan Guo. RTCoInfer: Real-Time Collaborative CNN Inference for Stream Analytics on Ubiquitous Images
1227 -- 1242Zhijie Xie, Shenghui Song 0001. FedKL: Tackling Data Heterogeneity in Federated Reinforcement Learning by Penalizing KL Divergence
1243 -- 1258Xiaoxia Xu, Yuanwei Liu, Qimei Chen, Xidong Mu, Zhiguo Ding 0001. Distributed Auto-Learning GNN for Multi-Cell Cluster-Free NOMA Communications