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researcher

S. Lucia

20 papers hereh-index 252.9k citations110 works total

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

author position
  • first author1
  • middle author11
  • last author8

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • eess.SY10
  • math.OC4
  • cs.NI2
  • q-bio.QM2
  • cs.CY1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedEfficient representation and approximation of model predictive control laws via deep learning

310 citations · 568 across the 17 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 22 cited

Improved uncertainty quantification for neural networks with Bayesian last layer

Felix Fiedler, Sergio Lucia

Uncertainty quantification is an important task in machine learning - a task in which standardneural networks (NNs) have traditionally not excelled. This can be a limitation for sa…

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