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S. Maldonado

2 papers hereh-index 303.8k citations89 works total

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

author position
  • first author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2
same name
  • S. Maldonado — 4 papers, h 4

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

most citedThe foundations of cost-sensitive causal classification

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023

One-step learning algorithm selection for classification via convolutional neural networks

Sebastian Maldonado, Carla Vairetti, Ignacio Figueroa

As with any task, the process of building machine learning models can benefit from prior experience. Meta-learning for classifier selection leverages knowledge about the characteri…

cs.LG2020★ 1 cited

The foundations of cost-sensitive causal classification

Wouter Verbeke, Diego Olaya, Jeroen Berrevoets +2

Classification is a well-studied machine learning task which concerns the assignment of instances to a set of outcomes. Classification models support the optimization of managerial…

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