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Valentyn Melnychuk

30 papers hereh-index 14818 citations31 works total

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

author position
  • first author10
  • middle author19

Across the 29 of 30 papers where every author was matched, so the position is known.

fields
  • cs.LG24
  • stat.ML4
  • cs.CV1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedCausal machine learning for predicting treatment outcomes

322 citations · 381 across the 26 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 15 cited

Knowledge Graph Entity Alignment with Graph Convolutional Networks: Lessons Learned

Max Berrendorf, Evgeniy Faerman, Valentyn Melnychuk +2

In this work, we focus on the problem of entity alignment in Knowledge Graphs (KG) and we report on our experiences when applying a Graph Convolutional Network (GCN) based model fo…

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