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Sandra Ortega-Martorell

5 papers hereh-index 181.4k citations103 works total

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

author position
  • middle author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • astro-ph.GA2
  • cs.LG2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedApplying machine learning to Galactic Archaeology: how well can we recover the origin of stars in Milky Way-like galaxies?

4 citations · 8 across the 5 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.LG2019★ 1 cited

The Partial Response Network: a neural network nomogram

Paulo J. G. Lisboa, Sandra Ortega-Martorell, Sadie Cashman +1

Among interpretable machine learning methods, the class of Generalised Additive Neural Networks (GANNs) is referred to as Self-Explaining Neural Networks (SENN) because of the line…

stat.ML2019★ 2 cited

A Probabilistic framework for Quantum Clustering

Raúl V. Casaña-Eslava, Paulo J. G. Lisboa, Sandra Ortega-Martorell +2

Quantum Clustering is a powerful method to detect clusters in data with mixed density. However, it is very sensitive to a length parameter that is inherent to the Schrödinger equat…

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