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Illya V. Hicks

19 papers hereh-index 201.3k citations90 works total

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

author position
  • middle author7
  • last author11

Across the 18 of 19 papers where every author was matched, so the position is known.

fields
  • math.CO7
  • math.OC4
  • cs.DM3
  • cs.LG2
  • quant-ph2
  • cs.DS1
same name
  • Illya V. Hicks — 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
20122026
most citedMixed integer linear optimization formulations for learning optimal binary classification trees

2 citations · 4 across the 15 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024

Optimal Mixed Integer Linear Optimization Trained Multivariate Classification Trees

Brandon Alston, Illya V. Hicks

Multivariate decision trees are powerful machine learning tools for classification and regression that attract many researchers and industry professionals. An optimal binary tree h…

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