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Poster
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Wed 15:30
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DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training
Rong Dai · Li Shen · Fengxiang He · Xinmei Tian · Dacheng Tao
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Poster
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Thu 15:00
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Resilient and Communication Efficient Learning for Heterogeneous Federated Systems
Zhuangdi Zhu · Junyuan Hong · Steve Drew · Jiayu Zhou
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Poster
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Tue 15:30
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A Difference Standardization Method for Mutual Transfer Learning
Haoqing Xu · Meng Wang · Beilun Wang
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Spotlight
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Thu 13:30
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Sketching Algorithms and Lower Bounds for Ridge Regression
Praneeth Kacham · David Woodruff
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Spotlight
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Thu 7:30
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Adapting k-means Algorithms for Outliers
Christoph Grunau · Vaclav Rozhon
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Poster
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Wed 15:30
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DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning
Robert Hönig · Yiren Zhao · Robert Mullins
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Spotlight
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Thu 13:30
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Multi-Level Branched Regularization for Federated Learning
Jinkyu Kim · Geeho Kim · Bohyung Han
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Poster
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Thu 15:00
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Sketching Algorithms and Lower Bounds for Ridge Regression
Praneeth Kacham · David Woodruff
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Spotlight
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Thu 12:35
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Federated Learning with Label Distribution Skew via Logits Calibration
Jie Zhang · Zhiqi Li · Bo Li · Jianghe Xu · Shuang Wu · Shouhong Ding · Chao Wu
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Poster
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Thu 15:00
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Adapting k-means Algorithms for Outliers
Christoph Grunau · Vaclav Rozhon
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Spotlight
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Wed 13:50
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Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers
Rui Liu · Young Jin Kim · Alexandre Muzio · Hany Hassan
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Spotlight
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Thu 12:30
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ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training
Hui-Po Wang · Sebastian Stich · Yang He · Mario Fritz
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