Convex Optimization for Linear Query Processing under Approximate Differential Privacy

Ganzhao Yuan, Yin Yang, Zhenjie Zhang, Zhifeng Hao. Convex Optimization for Linear Query Processing under Approximate Differential Privacy. In Balaji Krishnapuram, Mohak Shah, Alexander J. Smola, Charu Aggarwal, Dou Shen, Rajeev Rastogi, editors, Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016. pages 2005-2014, ACM, 2016. [doi]

Abstract

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