Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Analyzing Accuracy Loss in Randomized Smoothing Defenses

Mar 03, 2020
Yue Gao, Harrison Rosenberg, Kassem Fawaz, Somesh Jha, Justin Hsu

* 19 pages, 6 figures, 2 tables 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Hypothesis Testing Interpretations and Renyi Differential Privacy

May 24, 2019
Borja Balle, Gilles Barthe, Marco Gaboardi, Justin Hsu, Tetsuya Sato


  Access Paper or Ask Questions

Data Poisoning against Differentially-Private Learners: Attacks and Defenses

Mar 23, 2019
Yuzhe Ma, Xiaojin Zhu, Justin Hsu


  Access Paper or Ask Questions

Do Prices Coordinate Markets?

Jun 22, 2016
Justin Hsu, Jamie Morgenstern, Ryan Rogers, Aaron Roth, Rakesh Vohra


  Access Paper or Ask Questions

Dual Query: Practical Private Query Release for High Dimensional Data

Nov 19, 2015
Marco Gaboardi, Emilio Jesús Gallego Arias, Justin Hsu, Aaron Roth, Zhiwei Steven Wu

* Journal of Privacy and Confidentiality 7(2) 53--77 (2017) 

  Access Paper or Ask Questions

Privately Solving Linear Programs

May 08, 2014
Justin Hsu, Aaron Roth, Tim Roughgarden, Jonathan Ullman


  Access Paper or Ask Questions