Jinshuo Dong

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About me:
I just got my PhD in applied math (AMCS) from the University of Pennsylvania, under the super(b)vision of Aaron Roth. Prior to Penn, I obtained my bachelor's degree in mathematics from Peking University in 2014. My CV can be found here.

Contact:
Email: first name@sas.upenn.edu
3401 Walnut Street, Room 409B
Philadelphia, PA 19104

News:

  • I will be joining Northwestern University and TTI Chicago as an IDEAL postdoctoral fellow.

  • Our paper Gaussian Differential Privacy was accepted by Journal of the Royal Statistical Society: Series B (JRSSB) as a discussion paper!

Research

Current focus of my work is differential privacy and its role in statistics and machine learning. I'm also generally interested in expanding my knowledge in the mathematics of information and computation.

Papers

  • Optimal Differential Privacy Composition for Exponential Mechanisms
    Jinshuo Dong, David Durfee and Ryan Rogers.
    To appear in ICML 2020.
    [blog post] [arXiv]

  • Sharp Composition Bounds for Gaussian Differential Privacy via Edgeworth Expansion
    Qinqing Zheng, Jinshuo Dong, Qi Long, and Weijie Su.
    To appear in ICML 2020.
    [arXiv]

  • Equilibrium Characterization for Data Acquisition Games.
    Jinshuo Dong, Hadi Elzayn, Shahin Jabbari, Michael Kearns and Zachary Schutzman.
    In the proceedings of IJCAI 2019.
    [arXiv]

  • Strategic Classification from Revealed Preferences
    Jinshuo Dong, Aaron Roth, Zachary Schutzman, Bo Waggoner and Steven Wu.
    In the proceedings of EC 2018.
    [arXiv]