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researcher

R. Pietrantuono

13 papers hereh-index 252.4k citations140 works total

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

author position
  • first author3
  • middle author8
  • last author2

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.SE10
  • cs.AI1
  • cs.CL1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedOperation is the hardest teacher: estimating DNN accuracy looking for mispredictions

21 citations · 69 across the 12 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 5 cited

Iterative Assessment and Improvement of DNN Operational Accuracy

Antonio Guerriero, Roberto Pietrantuono, Stefano Russo

Deep Neural Networks (DNN) are nowadays largely adopted in many application domains thanks to their human-like, or even superhuman, performance in specific tasks. However, due to u…

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