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Bolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based Analytics

Mar 23, 2017
Xi Wu, Fengan Li, Arun Kumar, Kamalika Chaudhuri, Somesh Jha, Jeffrey F. Naughton


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When Lempel-Ziv-Welch Meets Machine Learning: A Case Study of Accelerating Machine Learning using Coding

Mar 01, 2017
Fengan Li, Lingjiao Chen, Arun Kumar, Jeffrey F. Naughton, Jignesh M. Patel, Xi Wu


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Revisiting Differentially Private Regression: Lessons From Learning Theory and their Consequences

Dec 20, 2015
Xi Wu, Matthew Fredrikson, Wentao Wu, Somesh Jha, Jeffrey F. Naughton


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