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researcher

A. Almansa

2 papers hereh-index 4100 citations29 works total

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

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedSolving Inverse Problems by Joint Posterior Maximization with a VAE Prior

6 citations · 6 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2026

Efficient Neural-Network-Based High-Resolution Radiative Transfer for CO___ Retrieval, and Application to Interferometric Sensing

Jordan Lontsi Tedongmo, Yann Ferrec, Laurence Croizé +3

Studying climate change requires reducing uncertainties in CO2 and CH4 emission estimates to better distinguish anthropogenic from natural sources, which motivates spaceborne measu…

stat.ML2019★ 6 cited

Solving Inverse Problems by Joint Posterior Maximization with a VAE Prior

Mario González, Andrés Almansa, Mauricio Delbracio +2

In this paper we address the problem of solving ill-posed inverse problems in imaging where the prior is a neural generative model. Specifically we consider the decoupled case wher…

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