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Ourania Spantidi

5 papers hereh-index 8290 citations28 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.AR3
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedControl Variate Approximation for DNN Accelerators

32 citations · 78 across the 5 of their papers we have counts for

collaborators
Showing 2024 · cs.ARShow all

1 paper · 2 filters

cs.AR2024

Leveraging Highly Approximated Multipliers in DNN Inference

Georgios Zervakis, Fabio Frustaci, Ourania Spantidi +3

In this work, we present a control variate approximation technique that enables the exploitation of highly approximate multipliers in Deep Neural Network (DNN) accelerators. Our ap…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.