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CrowdTeacher: Robust Co-teaching with Noisy Answers & Sample-specific Perturbations for Tabular Data


Mar 31, 2021
Mani Sotoodeh, Li Xiong, Joyce C. Ho


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Learning with Hyperspherical Uniformity


Mar 02, 2021
Weiyang Liu, Rongmei Lin, Zhen Liu, Li Xiong, Bernhard Schölkopf, Adrian Weller

* AISTATS 2021 

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An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms


Jan 28, 2021
Salman Seyedi, Li Xiong, Shamim Nemati, Gari D. Clifford

* 8 pages, 5 figures, PPAI-2021 

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Transparent Contribution Evaluation for Secure Federated Learning on Blockchain


Jan 26, 2021
Shuaicheng Ma, Yang Cao, Li Xiong


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Spatio-Temporal Tensor Sketching via Adaptive Sampling


Jun 21, 2020
Jing Ma, Qiuchen Zhang, Joyce C. Ho, Li Xiong


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Orthogonal Over-Parameterized Training


Apr 09, 2020
Weiyang Liu, Rongmei Lin, Zhen Liu, James M. Rehg, Li Xiong, Le Song

* Technical Report 

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Advances and Open Problems in Federated Learning


Dec 10, 2019
Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Keith Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaid Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konečný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao


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Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis


Aug 26, 2019
Jing Ma, Qiuchen Zhang, Jian Lou, Joyce. C. Ho, Li Xiong, Xiaoqian Jiang


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Compressive Hyperspherical Energy Minimization


Jun 12, 2019
Rongmei Lin, Weiyang Liu, Zhen Liu, Chen Feng, Zhiding Yu, James M. Rehg, Li Xiong, Le Song


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Aesthetic-based Clothing Recommendation


Sep 16, 2018
Wenhui Yu, Huidi Zhang, Xiangnan He, Xu Chen, Li Xiong, Zheng Qin

* WWW 2018 

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