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EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision

Jul 10, 2020
Siddharth Biswal, Peiye Zhuang, Ayis Pyrros, Nasir Siddiqui, Sanmi Koyejo, Jimeng Sun


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Fairness with Overlapping Groups

Jun 24, 2020
Forest Yang, Moustapha Cisse, Sanmi Koyejo


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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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FMRI data augmentation via synthesis

Jul 13, 2019
Peiye Zhuang, Alexander G. Schwing, Sanmi Koyejo


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Max-Sliced Wasserstein Distance and its use for GANs

Apr 11, 2019
Ishan Deshpande, Yuan-Ting Hu, Ruoyu Sun, Ayis Pyrros, Nasir Siddiqui, Sanmi Koyejo, Zhizhen Zhao, David Forsyth, Alexander Schwing

* Accepted to CVPR 2019 

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SLSGD: Secure and Efficient Distributed On-device Machine Learning

Apr 05, 2019
Cong Xie, Sanmi Koyejo, Indranil Gupta


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Asynchronous Federated Optimization

Mar 13, 2019
Cong Xie, Sanmi Koyejo, Indranil Gupta


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Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation

Mar 10, 2019
Cong Xie, Sanmi Koyejo, Indranil Gupta


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On the Consistency of Top-k Surrogate Losses

Jan 30, 2019
Forest Yang, Sanmi Koyejo


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A Contextual-bandit-based Approach for Informed Decision-making in Clinical Trials

Sep 01, 2018
Yogatheesan Varatharajah, Brent Berry, Sanmi Koyejo, Ravishankar Iyer

* 13 pages, 2 figures 

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