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Privacy Budget Scheduling

Jun 29, 2021
Tao Luo, Mingen Pan, Pierre Tholoniat, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer

* Extended version of a paper presented at the 15th USENIX Symposium on Operating Systems Design and Implementation (OSDI '21) 

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Characterizing and Taming Model Instability Across Edge Devices

Oct 18, 2020
Eyal Cidon, Evgenya Pergament, Zain Asgar, Asaf Cidon, Sachin Katti

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Training Robust Tree Ensembles for Security

Dec 03, 2019
Yizheng Chen, Shiqi Wang, Weifan Jiang, Asaf Cidon, Suman Jana

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Bandana: Using Non-volatile Memory for Storing Deep Learning Models

Nov 15, 2018
Assaf Eisenman, Maxim Naumov, Darryl Gardner, Misha Smelyanskiy, Sergey Pupyrev, Kim Hazelwood, Asaf Cidon, Sachin Katti

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