Optimization and Control · Mathematics
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Distributed, Parallel, and Cluster Computing · Computer Science
Multi-Message Broadcast in Dynamic Radio Networks
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2016-10-11
Machine Learning · Computer Science
Dynamic Size Message Scheduling for Multi-Agent Communication under Limited Bandwidth
Qingshuang Sun, Denis Steckelmacher, Yuan Yao, Ann Nowé +1
2023-06-21
Machine Learning · Computer Science
Communication Compression for Decentralized Training
Hanlin Tang, Shaoduo Gan, Ce Zhang, Tong Zhang +1
2019-02-04
Optimization and Control · Mathematics
A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free!
Dmitry Kovalev, Anastasia Koloskova, Martin Jaggi, Peter Richtarik +1
2020-11-04
Machine Learning · Computer Science
Communication-Efficient Federated Learning with Adaptive Compression under Dynamic Bandwidth
Ying Zhuansun, Dandan Li, Xiaohong Huang, Caijun Sun
2024-05-07
Machine Learning · Computer Science
Efficient Decentralized Deep Learning by Dynamic Model Averaging
Michael Kamp, Linara Adilova, Joachim Sicking, Fabian Hüger +3
2018-11-14
Computation and Language · Computer Science
Task-Adaptive Semantic Communications with Controllable Diffusion-based Data Regeneration
Fupei Guo, Achintha Wijesinghe, Songyang Zhang, Zhi Ding
2025-05-14
Optimization and Control · Mathematics
Real Acceleration of Communication Process in Distributed Algorithms with Compression
Svetlana Tkachenko, Artem Andreev, Aleksandr Beznosikov, Alexander Gasnikov
2023-12-14
Machine Learning · Computer Science
Lower Bounds and Accelerated Algorithms in Distributed Stochastic Optimization with Communication Compression
Yutong He, Xinmeng Huang, Yiming Chen, Wotao Yin +1
2025-03-19
Machine Learning · Computer Science
Jointly Computation- and Communication-Efficient Distributed Learning
Xiaoxing Ren, Nicola Bastianello, Karl H. Johansson, Thomas Parisini
2026-01-21
Information Theory · Computer Science
Diffusion-Aided Bandwidth-Efficient Semantic Communication with Adaptive Requests
Xuesong Wang, Xinyan Xie, Mo Li, Zhaoqian Liu
2026-01-27
Optimization and Control · Mathematics
A Communication-Efficient Distributed Optimization Algorithm for Problems with Coupling Constraints
Yuzhu Duan, Ziwen Yang, Xiaoming Duan, Shanying Zhu
2026-05-26
Distributed, Parallel, and Cluster Computing · Computer Science
Compressing Communication in Distributed Protocols
Yael Tauman Kalai, Ilan Komargodski
2018-05-14
Machine Learning · Computer Science
Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression
Xinmeng Huang, Yiming Chen, Wotao Yin, Kun Yuan
2022-10-12