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Adaptive Stochastic Gradient Descent for Fast and Communication-Efficient Distributed Learning


Aug 04, 2022
Serge Kas Hanna, Rawad Bitar, Parimal Parag, Venkat Dasari, Salim El Rouayheb

* arXiv admin note: substantial text overlap with arXiv:2002.11005 

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Virtuoso: Video-based Intelligence for real-time tuning on SOCs


Dec 24, 2021
Jayoung Lee, PengCheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji

* 28 pages, 15 figures, 4 tables, ACM-TODAES 

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Adaptive Distributed Stochastic Gradient Descent for Minimizing Delay in the Presence of Stragglers


Feb 25, 2020
Serge Kas Hanna, Rawad Bitar, Parimal Parag, Venkat Dasari, Salim El Rouayheb

* Accepted to IEEE ICASSP 2020 

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