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Workshop
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Communication-efficient Decentralized Deep Learning
Fateme Fotouhi · Aditya Balu · Zhanhong Jiang · Yasaman Esfandiari · Salman Jahani · Soumik Sarkar
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Workshop
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The Interpolated MVU Mechanism For Communication-efficient Private Federated Learning
Chuan Guo · Kamalika Chaudhuri · Pierre STOCK · Mike Rabbat
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Poster
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Thu 14:00
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Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning
Qihua ZHOU · Song Guo · YI LIU · Jie ZHANG · Jiewei Zhang · Tao GUO · Zhenda XU · Xun Liu · Zhihao Qu
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Workshop
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Decentralized Learning with Random Walks and Communication-Efficient Adaptive Optimization
Aleksei Triastcyn · Matthias Reisser · Christos Louizos
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Poster
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Thu 9:00
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A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks
Mingrui Liu · Zhenxun Zhuang · Yunwen Lei · Chunyang Liao
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Workshop
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FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning
Yuanhao Xiong · Ruochen Wang · Minhao Cheng · Felix Yu · Cho-Jui Hsieh
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Poster
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Thu 14:00
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Private and Communication-Efficient Algorithms for Entropy Estimation
Gecia Bravo-Hermsdorff · Róbert Busa-Fekete · Mohammad Ghavamzadeh · Andres Munoz Medina · Umar Syed
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Poster
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Wed 9:00
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A Communication-efficient Algorithm with Linear Convergence for Federated Minimax Learning
Zhenyu Sun · Ermin Wei
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Poster
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Wed 14:00
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Communication-Efficient Topologies for Decentralized Learning with O(1) Consensus Rate
Zhuoqing Song · Weijian Li · Kexin Jin · Lei Shi · Ming Yan · Wotao Yin · Kun Yuan
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Poster
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Wed 14:00
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Communication-efficient distributed eigenspace estimation with arbitrary node failures
Vasileios Charisopoulos · Anil Damle
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Poster
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Tue 9:00
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Where2comm: Communication-Efficient Collaborative Perception via Spatial Confidence Maps
Yue Hu · Shaoheng Fang · Zixing Lei · Yiqi Zhong · Siheng Chen
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Workshop
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Fri 13:52
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Scalable and Communication-Efficient Vertical Federated Learning
Stacy Patterson
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