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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 2021Show all

2 papers · 1 filter

cs.SE2021★ 20 cited

Software Micro-Rejuvenation for Android Mobile Systems

Domenico Cotroneo, Luigi De Simone, Roberto Natella +2

Software aging -- the phenomenon affecting many long-running systems, causing performance degradation or an increasing failure rate over mission time, and eventually leading to fai…

cs.SE2021★ 21 cited

Operation is the hardest teacher: estimating DNN accuracy looking for mispredictions

Antonio Guerriero, Roberto Pietrantuono, Stefano Russo

Deep Neural Networks (DNN) are typically tested for accuracy relying on a set of unlabelled real world data (operational dataset), from which a subset is selected, manually labelle…

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