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Miriam Fdez-Díaz

3 papers hereh-index 210 citations4 works total

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

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG3

identity via Semantic Scholar / OpenAlex

most citedTarget inductive methods for zero-shot regression

7 citations · 10 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2024★ 2 cited

Capturing waste collection planning expert knowledge in a fitness function through preference learning

Laura Fernández Díaz, Miriam Fernández Díaz, José Ramón Quevedo +1

This paper copes with the COGERSA waste collection process. Up to now, experts have been manually designed the process using a trial and error mechanism. This process is not global…

cs.LG2024★ 1 cited

Direct side information learning for zero-shot regression

Miriam Fdez-Díaz, Elena Montañés, José Ramón Quevedo

Zero-shot learning provides models for targets for which instances are not available, commonly called unobserved targets. The availability of target side information becomes crucia…

cs.LG2024★ 7 cited

Target inductive methods for zero-shot regression

Miriam Fdez-Díaz, José Ramón Quevedo, Elena Montañés

This research arises from the need to predict the amount of air pollutants in meteorological stations. Air pollution depends on the location of the stations (weather conditions and…

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