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researcher

Marcello Carioni

25 papers hereh-index 10567 citations40 works total

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

author position
  • sole author1
  • first author10
  • middle author7
  • last author4

Across the 22 of 25 papers where every author was matched, so the position is known.

fields
  • math.OC10
  • math.AP5
  • cs.LG4
  • cs.CV3
  • math.FA2
  • stat.ML1
same name
  • Marcello Carioni — 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
20162026
most citedEnd-to-end reconstruction meets data-driven regularization for inverse problems

12 citations · 13 across the 11 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2025

An invertible generative model for forward and inverse problems

Christoph Brune, Marcello Carioni, Tristan van Leeuwen +1

We formulate inverse problems in a Bayesian framework and aim to train an invertible generative model that is capable of simulation (i.e., sampling from the likelihood) and inferen…

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