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researcher

Manuele Leonelli

48 papers hereh-index 13471 citations63 works total

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

author position
  • sole author6
  • first author15
  • middle author10
  • last author17

Across the 48 of 48 papers where every author was matched, so the position is known.

fields
  • stat.ME12
  • cs.AI10
  • stat.AP9
  • stat.ML8
  • math.ST3
  • cs.CY2

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedYou Only Derive Once (YODO): Automatic Differentiation for Efficient Sensitivity Analysis in Bayesian Networks

10 citations · 58 across the 46 of their papers we have counts for

collaborators
Showing 2023 · stat.MEShow all

1 paper · 2 filters

stat.ME2023

The YODO algorithm: An efficient computational framework for sensitivity analysis in Bayesian networks

Rafael Ballester-Ripoll, Manuele Leonelli

Sensitivity analysis measures the influence of a Bayesian network's parameters on a quantity of interest defined by the network, such as the probability of a variable taking a spec…

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