Suchergebnisse - He, Lie

Debiasing Conditional Stochastic Optimization von He, Lie, Kasiviswanathan, Shiva Prasad

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CoBo: Collaborative Learning via Bilevel Optimization von Hashemi, Diba, He, Lie, Jaggi, Martin

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Leveraging Sparsity for Sample-Efficient Preference Learning: A Theoretical Perspective von Yao, Yunzhen, He, Lie, Gastpar, Michael

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Non-Asymptotic Analysis of Efficiency in Conformalized Regression von Yao, Yunzhen, He, Lie, Gastpar, Michael

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Split Conformal Interval Length under Huber Contamination von Zhang, Xiao, Zhang, Bowen, He, Lie

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Secure Byzantine-Robust Machine Learning von He, Lie, Karimireddy, Sai Praneeth, Jaggi, Martin

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Byzantine-Robust Learning on Heterogeneous Datasets via Bucketing von Karimireddy, Sai Praneeth, He, Lie, Jaggi, Martin

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Learning from History for Byzantine Robust Optimization von Karimireddy, Sai Praneeth, He, Lie, Jaggi, Martin

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Byzantine-Robust Decentralized Learning via ClippedGossip von He, Lie, Karimireddy, Sai Praneeth, Jaggi, Martin

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Provably Personalized and Robust Federated Learning von Werner, Mariel, He, Lie, Jordan, Michael, Jaggi, Martin, Karimireddy, Sai Praneeth

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Joint Consistency: A Unified Test-Time Aggregation Framework via Energy Minimization von Yao, Yunzhen, Wang, Hongye, Wang, Yahong, Gastpar, Michael C., Jiang, Bo, He, Lie

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RelaySum for Decentralized Deep Learning on Heterogeneous Data von Vogels, Thijs, He, Lie, Koloskova, Anastasia, Lin, Tao, Karimireddy, Sai Praneeth, Stich, Sebastian U., Jaggi, Martin

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Advances and Open Problems in Federated Learning von Kairouz, Peter, McMahan, H. Brendan, Avent, Brendan, Bellet, Aurélien, Bennis, Mehdi, Bhagoji, Arjun Nitin, Bonawitz, Kallista, Charles, Zachary, Cormode, Graham, Cummings, Rachel, D'Oliveira, Rafael G. L., Eichner, Hubert, Rouayheb, Salim El, Evans, David, Gardner, Josh, Garrett, Zachary, Gascón, Adrià, Ghazi, Badih, Gibbons, Phillip B., Gruteser, Marco, Harchaoui, Zaid, He, Chaoyang, He, Lie, Huo, Zhouyuan, Hutchinson, Ben, Hsu, Justin, Jaggi, Martin, Javidi, Tara, Joshi, Gauri, Khodak, Mikhail, Konečný, Jakub, Korolova, Aleksandra, Koushanfar, Farinaz, Koyejo, Sanmi, Lepoint, Tancrède, Liu, Yang, Mittal, Prateek, Mohri, Mehryar, Nock, Richard, Özgür, Ayfer, Pagh, Rasmus, Raykova, Mariana, Qi, Hang, Ramage, Daniel, Raskar, Ramesh, Song, Dawn, Song, Weikang, Stich, Sebastian U., Sun, Ziteng, Suresh, Ananda Theertha, Tramèr, Florian, Vepakomma, Praneeth, Wang, Jianyu, Xiong, Li, Xu, Zheng, Yang, Qiang, Yu, Felix X., Yu, Han, Zhao, Sen

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