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08/04/2022
Adaptive Stochastic Gradient Descent for Fast and Communication-Efficient Distributed Learning
We consider the setting where a master wants to run a distributed stocha...
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12/24/2021
Virtuoso: Video-based Intelligence for real-time tuning on SOCs
Efficient and adaptive computer vision systems have been proposed to mak...
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02/25/2020
Adaptive Distributed Stochastic Gradient Descent for Minimizing Delay in the Presence of Stragglers
We consider the setting where a master wants to run a distributed stocha...
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09/27/2019
Private and Rateless Adaptive Coded Matrix-Vector Multiplication
Edge computing is emerging as a new paradigm to allow processing data ne...
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08/15/2019
Secure Coded Cooperative Computation at the Heterogeneous Edge against Byzantine Attacks
Edge computing is emerging as a new paradigm to allow processing data at...
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06/14/2019