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M. Espadoto

8 papers hereh-index 13766 citations33 works total

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

author position
  • first author2
  • middle author6

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CV2
  • astro-ph.GA1
  • cs.HC1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedOn the discovery of stars, quasars, and galaxies in the Southern Hemisphere with S-PLUS DR2

43 citations · 64 across the 6 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

cs.HC2021

UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data

Mateus Espadoto, Gabriel Appleby, Ashley Suh +6

Projection techniques are often used to visualize high-dimensional data, allowing users to better understand the overall structure of multi-dimensional spaces on a 2D screen. Altho…

cs.LG2021★ 1 cited

HyperNP: Interactive Visual Exploration of Multidimensional Projection Hyperparameters

Gabriel Appleby, Mateus Espadoto, Rui Chen +4

Projection algorithms such as t-SNE or UMAP are useful for the visualization of high dimensional data, but depend on hyperparameters which must be tuned carefully. Unfortunately, i…

astro-ph.GA2021★ 43 cited

On the discovery of stars, quasars, and galaxies in the Southern Hemisphere with S-PLUS DR2

L. Nakazono, C. Mendes de Oliveira, N. S. T. Hirata +25

This paper provides a catalogue of stars, quasars, and galaxies for the Southern Photometric Local Universe Survey Data Release 2 (S-PLUS DR2) in the Stripe 82 region. We show that…

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