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Soledad Villar

45 papers hereh-index 202.1k citations47 works total

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

author position
  • first author4
  • middle author14
  • last author27

Across the 45 of 45 papers where every author was matched, so the position is known.

fields
  • stat.ML19
  • cs.LG13
  • cs.IT2
  • stat.CO2
  • cs.CC1
  • cs.SI1
same name
  • Soledad Villar — 2 papers, h 2
  • Soledad Villar — 1 paper, h 2
  • Soledad Villar — 1 paper, h 2
  • Soledad Villar — 1 paper, h 1

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
20142026
most citedSeabed classification using physics-based modeling and machine learning

61 citations · 358 across the 40 of their papers we have counts for

collaborators
Showing 2024 · stat.MLShow all

2 papers · 2 filters

stat.ML2024

Tensor learning with orthogonal, Lorentz, and symplectic symmetries

Wilson G. Gregory, Josué Tonelli-Cueto, Nicholas F. Marshall +2

Tensors are a fundamental data structure for many scientific contexts, such as time series analysis, materials science, and physics, among many others. Improving our ability to pro…

stat.ML2024★ 7 cited

Is machine learning good or bad for the natural sciences?

David W. Hogg, Soledad Villar

Machine learning (ML) methods are having a huge impact across all of the sciences. However, ML has a strong ontology - in which only the data exist - and a strong epistemology - in…

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