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researcher

David Cortes

5 papers hereh-index 6108 citations10 works total

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

author position
  • sole author5

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

fields
  • stat.ML3
  • cs.IR1
  • cs.LG1
same name
  • David Cortes — 1 paper

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
20182020
most citedDistance approximation using Isolation Forests

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

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.LG2018

Adapting multi-armed bandits policies to contextual bandits scenarios

David Cortes

This work explores adaptations of successful multi-armed bandits policies to the online contextual bandits scenario with binary rewards using binary classification algorithms such…

cs.IR2018

Cold-start recommendations in Collective Matrix Factorization

David Cortes

This work explores the ability of collective matrix factorization models in recommender systems to make predictions about users and items for which there is side information availa…

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