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researcher

Maria Colombo

4 papers hereh-index 473 citations5 works total

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

author position
  • first author1
  • middle author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • math.AP3
  • stat.ML1
same name
  • Maria Colombo — 1 paper, h 28
  • Maria Colombo — 1 paper, h 2

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
20242026
collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2026

Quantitative Local Convergence of Mean-Field Stein Variational Gradient Flow

Lénaïc Chizat, Maria Colombo, Roberto Colombo +1

Stein Variational Gradient Descent (SVGD) is a deterministic interacting-particle method for sampling from a target probability measure given access to its score function. In the m…

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