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researcher

Kshitij Goyal

4 papers hereh-index 432 citations7 works total

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

author position
  • first author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG4

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedFeature Interactions in XGBoost

8 citations · 8 across the 4 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020★ 8 cited

Feature Interactions in XGBoost

Kshitij Goyal, Sebastijan Dumancic, Hendrik Blockeel

In this paper, we investigate how feature interactions can be identified to be used as constraints in the gradient boosting tree models using XGBoost's implementation. Our results…

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