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32 Results
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Workshop
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Client-Private Secure Aggregation for Privacy-Preserving Federated Learning Parker Newton · Olivia Choudhury · Bill Horne · Vidya Ravipati · Divya Bhargavi · Ujjwal Ratan |
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Workshop
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Complete the Missing Half: Augmenting Aggregation Filtering with Diversification for Graph Convolutional Networks Sitao Luan · Mingde Zhao · Chenqing Hua · Xiao-Wen Chang · Doina Precup |
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Workshop
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PELICAN: Permutation Equivariant and Lorentz Invariant or Covariant Aggregator Network for Particle Physics Jan Offermann · Alexander Bogatskiy · Timothy Hoffman · David W Miller |
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Workshop
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A Secure Aggregation for Federated Learning on Long-Tailed Data Yanna Jiang · Baihe Ma · Xu Wang · Guangsheng Yu · Caijun Sun · Wei Ni · Ren Ping Liu |
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Workshop
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Panning for Gold in Federated Learning: Targeted Text Extraction under Arbitrarily Large-Scale Aggregation Hong-Min Chu · Jonas Geiping · Liam Fowl · Micah Goldblum · Tom Goldstein |
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Workshop
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Sat 8:00 |
Invited Talk: Peter Kairouz - The Fundamental Price of Secure Aggregation in Differentially Private Federated Learning Peter Kairouz |
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Poster
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Tue 9:00 |
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction Jorge Quesada · Lakshmi Sathidevi · Ran Liu · Nauman Ahad · Joy Jackson · Mehdi Azabou · Jingyun Xiao · Christopher Liding · Matthew Jin · Carolina Urzay · William Gray-Roncal · Erik Johnson · Eva Dyer |
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Workshop
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Sat 13:00 |
Tackling Distribution Shifts in Federated Learning with Superquantile Aggregation Krishna Pillutla · Yassine Laguel · Jérôme Malick · Zaid Harchaoui |