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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 2016Show all

2 papers · 1 filter

cs.AI2016

Directed expected utility networks

Manuele Leonelli, Jim Q. Smith

A variety of statistical graphical models have been defined to represent the conditional independences underlying a random vector of interest. Similarly, many different graphs embe…

cs.AI2016

A symbolic algebra for the computation of expected utilities in multiplicative influence diagrams

Manuele Leonelli, Eva Riccomagno, Jim Q. Smith

Influence diagrams provide a compact graphical representation of decision problems. Several algorithms for the quick computation of their associated expected utilities are availabl…

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