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Sonia Cromp

7 papers hereh-index 317 citations10 works total

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

author position
  • first author3
  • middle author4

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.DB1

identity via Semantic Scholar / OpenAlex

activity
20212026
collaborators
Showing 2021 · cs.DBShow all

1 paper · 2 filters

cs.DB2021

Relational Boosted Regression Trees

Sonia Cromp, Alireza Samadian, Kirk Pruhs

Many tasks use data housed in relational databases to train boosted regression tree models. In this paper, we give a relational adaptation of the greedy algorithm for training boos…

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