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researcher

Emanuel Aldea

9 papers hereh-index 12503 citations65 works total

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

author position
  • middle author8
  • last author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CV7
  • cs.AI1
  • cs.LG1
same name
  • Emanuel Aldea — 3 papers, h 1
  • Emanuel Aldea — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedOne Versus all for deep Neural Network Incertitude (OVNNI) quantification

9 citations · 14 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2019

TRADI: Tracking deep neural network weight distributions for uncertainty estimation

Gianni Franchi, Andrei Bursuc, Emanuel Aldea +2

During training, the weights of a Deep Neural Network (DNN) are optimized from a random initialization towards a nearly optimum value minimizing a loss function. Only this final st…

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