Search Results for author: Bradford Cottel

Found 2 papers, 1 papers with code

Preemptive Detection of Fake Accounts on Social Networks via Multi-Class Preferential Attachment Classifiers

no code implementations • 10 Aug 2023 • Adam Breuer, Nazanin Khosravani, Michael Tingley, Bradford Cottel

We show that even before a new account has made friends or shared content, these initial friend request behaviors evoke a natural multi-class extension of the canonical Preferential Attachment model of social network growth.

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The Architectural Implications of Facebook's DNN-based Personalized Recommendation

7 code implementations • 6 Jun 2019 • Udit Gupta, Carole-Jean Wu, Xiaodong Wang, Maxim Naumov, Brandon Reagen, David Brooks, Bradford Cottel, Kim Hazelwood, Bill Jia, Hsien-Hsin S. Lee, Andrey Malevich, Dheevatsa Mudigere, Mikhail Smelyanskiy, Liang Xiong, Xuan Zhang

The widespread application of deep learning has changed the landscape of computation in the data center.

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