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researcher

M. Lazuka

3 papers hereh-index 352 citations5 works total

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

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.DC2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20202024
most citedSnapBoost: A Heterogeneous Boosting Machine

2 citations · 4 across the 3 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020★ 2 cited

SnapBoost: A Heterogeneous Boosting Machine

Thomas Parnell, Andreea Anghel, Malgorzata Lazuka +5

Modern gradient boosting software frameworks, such as XGBoost and LightGBM, implement Newton descent in a functional space. At each boosting iteration, their goal is to find the ba…

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