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20112022
most citedMIMO Communications over Multi-Mode Optical Fibers: Capacity Analysis and Input-Output Coupling Schemes

1 citations · 3 across the 9 of their papers we have counts for

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cs.PF2017

Cost-Performance Tradeoffs in Fusing Unreliable Computational Units

Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer +1

We investigate fusing several unreliable computational units that perform the same task. We model an unreliable computational outcome as an additive perturbation to its error-free…

cs.LG2017

EE-Grad: Exploration and Exploitation for Cost-Efficient Mini-Batch SGD

Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer

We present a generic framework for trading off fidelity and cost in computing stochastic gradients when the costs of acquiring stochastic gradients of different quality are not kno…