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researcher

Edgar Liberis

6 papers hereh-index 7533 citations11 works total

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

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • eess.SP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedDifferentiable Network Pruning for Microcontrollers

27 citations · 62 across the 6 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 4 cited

μNAS: Constrained Neural Architecture Search for Microcontrollers

Edgar Liberis, Łukasz Dudziak, Nicholas D. Lane

IoT devices are powered by microcontroller units (MCUs) which are extremely resource-scarce: a typical MCU may have an underpowered processor and around 64 KB of memory and persist…

eess.SP2020★ 1 cited

The Final Frontier: Deep Learning in Space

Vivek Kothari, Edgar Liberis, Nicholas D. Lane

Machine learning, particularly deep learning, is being increasing utilised in space applications, mirroring the groundbreaking success in many earthbound problems. Deploying a spac…

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