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researcher

M. Lazuka

2 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 author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.DC1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedSnapBoost: A Heterogeneous Boosting Machine

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

collaborators

2 papers

cs.DC2022★ 1 cited

Search-based Methods for Multi-Cloud Configuration

Małgorzata Łazuka, Thomas Parnell, Andreea Anghel +1

Multi-cloud computing has become increasingly popular with enterprises looking to avoid vendor lock-in. While most cloud providers offer similar functionality, they may differ sign…

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.