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66 Results
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Poster
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Wed 16:30 |
BitDelta: Your Fine-Tune May Only Be Worth One Bit James Liu · Guangxuan Xiao · Kai Li · Jason Lee · Song Han · Tri Dao · Tianle Cai |
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Poster
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Wed 16:30 |
Revisiting Ensembling in One-Shot Federated Learning Youssef Allouah · Akash Dhasade · Rachid Guerraoui · Nirupam Gupta · Anne-marie Kermarrec · Rafael Pinot · Rafael Pires · Rishi Sharma |
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Poster
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Thu 16:30 |
Improving Generalization in Federated Learning with Model-Data Mutual Information Regularization: A Posterior Inference Approach Hao Zhang · Chenglin Li · Nuowen Kan · Ziyang Zheng · Wenrui Dai · Junni Zou · Hongkai Xiong |
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Poster
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Fri 16:30 |
HyperPrism: An Adaptive Non-linear Aggregation Framework for Distributed Machine Learning over Non-IID Data and Time-varying Communication Links Haizhou Du · Yijian Chen · Ryan Yang · Yuchen Li · Linghe Kong |
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Poster
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Thu 16:30 |
Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models Hanxiao Zhang · Lin JU · Chan Wu · Jinjing Huang · Youshao Xiao · Zhenglei Zhou · Zhiming fan · Zhaoxin Huan · Siyuan Li · Fanzhuang Meng · Lei Liang · Xiaolu Zhang · Jun Zhou |
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Poster
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Wed 11:00 |
Distributional Preference Alignment of LLMs via Optimal Transport Igor Melnyk · Youssef Mroueh · Brian Belgodere · Mattia Rigotti · Apoorva Nitsure · Mikhail Yurochkin · Kristjan Greenewald · Jiri Navratil · Jarret Ross |