845 | -- | 850 | Xuanyu 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 | -- | 873 | Xuanyu Cao, Tamer Basar, Suhas N. Diggavi, Yonina C. Eldar, Khaled B. Letaief, H. Vincent Poor, Junshan Zhang. Communication-Efficient Distributed Learning: An Overview |
874 | -- | 886 | Chung-Hsuan Hu, Zheng Chen 0002, Erik G. Larsson. Scheduling and Aggregation Design for Asynchronous Federated Learning Over Wireless Networks |
887 | -- | 901 | Cho-Chun Chiu, Xusheng Zhang, Ting He 0001, Shiqiang Wang 0001, Ananthram Swami. Laplacian Matrix Sampling for Communication- Efficient Decentralized Learning |
902 | -- | 914 | Chen 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 | -- | 928 | Jiarong Yang, Yuan Liu 0001, Rahif Kassab. Client Selection for Federated Bayesian Learning |
929 | -- | 940 | Ghadir Ayache, Venkat Dassari, Salim El Rouayheb. Walk for Learning: A Random Walk Approach for Federated Learning From Heterogeneous Data |
941 | -- | 963 | Keshi 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 | -- | 976 | Sangjun Park, Wan Choi 0001. Regulated Subspace Projection Based Local Model Update Compression for Communication-Efficient Federated Learning |
977 | -- | 989 | Tayyebeh Jahani-Nezhad, Mohammad Ali Maddah-Ali, Songze Li, Giuseppe Caire. SwiftAgg+: Achieving Asymptotically Optimal Communication Loads in Secure Aggregation for Federated Learning |
990 | -- | 1006 | Rui Chen, Dian Shi, Xiaoqi Qin, Dongjie Liu, Miao Pan, Shuguang Cui. Service Delay Minimization for Federated Learning Over Mobile Devices |
1007 | -- | 1022 | Yuzhi 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 | -- | 1034 | Chi 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 | -- | 1050 | Jun 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 | -- | 1066 | Wen 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 | -- | 1080 | Yuval Ben-Hur, Asaf Goren, Da El Klang, Yongjune Kim 0001, Yuval Cassuto. Ensemble Classification With Noisy Real-Valued Base Functions |
1081 | -- | 1101 | Zhenyu Liu 0003, Andrea Conti 0001, Sanjoy K. Mitter, Moe Z. Win. Communication-Efficient Distributed Learning Over Networks - Part I: Sufficient Conditions for Accuracy |
1102 | -- | 1119 | Zhenyu Liu 0003, Andrea Conti 0001, Sanjoy K. Mitter, Moe Z. Win. Communication-Efficient Distributed Learning Over Networks - Part II: Necessary Conditions for Accuracy |
1120 | -- | 1134 | Lukas Schynol, Marius Pesavento. Coordinated Sum-Rate Maximization in Multicell MU-MIMO With Deep Unrolling |
1135 | -- | 1150 | Ruiting Zhou, Xueying Zhang, John C. S. Lui, Zongpeng Li. Dynamic Pricing and Placing for Distributed Machine Learning Jobs: An Online Learning Approach |
1151 | -- | 1166 | Shuo Wang, Yongcai Wang, Xuewei Bai, Deying Li 0001. Communication Efficient, Distributed Relative State Estimation in UAV Networks |
1167 | -- | 1185 | Chao Huang 0028, Haoran Yu, Jianwei Huang 0001, Randall Berry. An Online Inference-Aided Incentive Framework for Information Elicitation Without Verification |
1186 | -- | 1200 | Zhiyan Liu, Qiao Lan, Kaibin Huang. Resource Allocation for Multiuser Edge Inference With Batching and Early Exiting |
1201 | -- | 1211 | Tiago Koketsu Rodrigues, Nei Kato. Hybrid Centralized and Distributed Learning for MEC-Equipped Satellite 6G Networks |
1212 | -- | 1226 | Zhanhua 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 | -- | 1242 | Zhijie Xie, Shenghui Song 0001. FedKL: Tackling Data Heterogeneity in Federated Reinforcement Learning by Penalizing KL Divergence |
1243 | -- | 1258 | Xiaoxia Xu, Yuanwei Liu, Qimei Chen, Xidong Mu, Zhiguo Ding 0001. Distributed Auto-Learning GNN for Multi-Cell Cluster-Free NOMA Communications |