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researcher

Yacine Izza

18 papers hereh-index 13651 citations28 works total

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

author position
  • first author14
  • middle author4

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

fields
  • cs.AI10
  • cs.LG8

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedOn Tackling Explanation Redundancy in Decision Trees

47 citations · 99 across the 17 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.AI2026

Rigorous Explanations for Tree Ensembles

Yacine Izza, Alexey Ignatiev, Xuanxiang Huang +2

Tree ensembles (TEs) find a multitude of practical applications. They represent one of the most general and accurate classes of machine learning methods. While they are typically q…

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