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64 Results
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Poster
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Wed 15:00 |
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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Thu 8:45 |
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 |
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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Wed 8:45 |
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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Tue 15:15 |
Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation Berivan Isik · Wei-Ning Chen · Ayfer Ozgur · Tsachy Weissman · Albert No |
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Poster
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Wed 8:45 |
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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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 |
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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Poster
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Tue 15:15 |
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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Tue 15:15 |
Breaking the Communication-Privacy-Accuracy Tradeoff with f-Differential Privacy Richeng Jin · Zhonggen Su · caijun zhong · Zhaoyang Zhang · Tony Quek · Huaiyu Dai |
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Workshop
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Progressively Efficient Communication Khanh Nguyen · Ruijie Zheng · Hal Daumé III · Furong Huang · Karthik Narasimhan |
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Affinity Workshop
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LLM: Patient-centred communication in colorectal cancer treatment Mary Adewunmi |