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researcher

P. Esperança

10 papers hereh-index 12622 citations24 works total

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

author position
  • first author1
  • middle author9

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • stat.ML3
  • cs.CV2

identity via Semantic Scholar / OpenAlex

activity
20152021
most citedNAS evaluation is frustratingly hard

109 citations · 269 across the 10 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.LG2019★ 109 cited

NAS evaluation is frustratingly hard

Antoine Yang, Pedro M. Esperança, Fabio M. Carlucci

Neural Architecture Search (NAS) is an exciting new field which promises to be as much as a game-changer as Convolutional Neural Networks were in 2012. Despite many great works lea…

cs.CV2019★ 18 cited

MANAS: Multi-Agent Neural Architecture Search

Vasco Lopes, Fabio Maria Carlucci, Pedro M Esperança +6

The Neural Architecture Search (NAS) problem is typically formulated as a graph search problem where the goal is to learn the optimal operations over edges in order to maximise a g…

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