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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 2022Show all

1 paper · 1 filter

cs.LG2022★ 1 cited

Pex: Memory-efficient Microcontroller Deep Learning through Partial Execution

Edgar Liberis, Nicholas D. Lane

Embedded and IoT devices, largely powered by microcontroller units (MCUs), could be made more intelligent by leveraging on-device deep learning. One of the main challenges of neura…

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