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C. Butucea

44 papers hereh-index 191.4k citations71 works total

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

author position
  • sole author1
  • first author35
  • middle author3
  • last author5

Across the 44 of 44 papers where every author was matched, so the position is known.

fields
  • math.ST40
  • quant-ph2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20042026
most citedDetection of a sparse submatrix of a high-dimensional noisy matrix

122 citations · 384 across the 38 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2022

Simultaneous off-the-grid learning of mixtures issued from a continuous dictionary

Cristina Butucea, Jean-François Delmas, Anne Dutfoy +1

In this paper we observe a set, possibly a continuum, of signals corrupted by noise. Each signal is a finite mixture of an unknown number of features belonging to a continuous dict…

stat.ML2022★ 3 cited

Off-the-grid learning of mixtures from a continuous dictionary

Cristina Butucea, Jean-François Delmas, Anne Dutfoy +1

We consider a general non-linear model where the signal is a finite mixture of an unknown, possibly increasing, number of features issued from a continuous dictionary parameterized…

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