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06/14/2022
Two-terminal source coding with common sum reconstruction
We present the problem of two-terminal source coding with Common Sum Rec...
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08/25/2021
Decentralized optimization with non-identical sampling in presence of stragglers
We consider decentralized consensus optimization when workers sample dat...
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10/06/2018
Anytime Stochastic Gradient Descent: A Time to Hear from all the Workers
In this paper, we focus on approaches to parallelizing stochastic gradie...
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06/26/2018
Hierarchical Coded Computation
Coded computation is a method to mitigate "stragglers" in distributed co...
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01/18/2016