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Poster
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Wed 8:45
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EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning
Mohammad Mahdi Rahimi · Hasnain Irshad Bhatti · Younghyun Park · Humaira Kousar · Do-Yeon Kim · Jaekyun Moon
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Workshop
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Learning Optimizers for Local SGD
Charles-Étienne Joseph · Benjamin Thérien · Abhinav Moudgil · Boris Knyazev · Eugene Belilovsky
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Poster
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Wed 8:45
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Birder: Communication-Efficient 1-bit Adaptive Optimizer for Practical Distributed DNN Training
Hanyang Peng · Shuang Qin · Yue Yu · Jin Wang · Hui Wang · Ge Li
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Poster
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Wed 15:00
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SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning
Yifan Yang · Peiyao Xiao · Kaiyi Ji
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Poster
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Wed 8:45
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Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence
Yuki Takezawa · Ryoma Sato · Han Bao · Kenta Niwa · Makoto Yamada
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Poster
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Tue 15:15
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Communication-Efficient Federated Bilevel Optimization with Global and Local Lower Level Problems
Junyi Li · Feihu Huang · Heng Huang
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Poster
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Thu 8:45
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CoPriv: Network/Protocol Co-Optimization for Communication-Efficient Private Inference
Wenxuan Zeng · Meng Li · Haichuan Yang · Wen-jie Lu · Runsheng Wang · Ru Huang
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Poster
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Wed 8:45
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How2comm: Communication-Efficient and Collaboration-Pragmatic Multi-Agent Perception
Dingkang Yang · Kun Yang · Yuzheng Wang · Jing Liu · Zhi Xu · Rongbin Yin · Peng Zhai · Lihua Zhang
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Poster
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Tue 15:15
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A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning
Ganyu Wang · Bin Gu · Qingsong Zhang · Xiang Li · Boyu Wang · Charles Ling
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Workshop
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Sat 9:20
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Guanhua Wang - ZeRO++: Extremely Efficient Collective Communication for Large Model Training
Guanhua Wang
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Poster
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Thu 8:45
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A Computation and Communication Efficient Method for Distributed Nonconvex Problems in the Partial Participation Setting
Alexander Tyurin · Peter Richtarik
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Poster
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Tue 8:45
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Similarity, Compression and Local Steps: Three Pillars of Efficient Communications for Distributed Variational Inequalities
Aleksandr Beznosikov · Martin Takac · Alexander Gasnikov
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