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researcher

Giulia Luise

13 papers hereh-index 12787 citations16 works total

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

author position
  • first author5
  • middle author8

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • stat.ML5
  • cs.AI1
  • math.AP1
same name
  • Giulia Luise — 2 papers, h 2
  • Giulia Luise — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedDifferential Properties of Sinkhorn Approximation for Learning with Wasserstein Distance

70 citations · 170 across the 13 of their papers we have counts for

collaborators
Showing 2022 · stat.MLShow all

1 paper · 2 filters

stat.ML2022★ 12 cited

Heterogeneous manifolds for curvature-aware graph embedding

Francesco Di Giovanni, Giulia Luise, Michael Bronstein

Graph embeddings, wherein the nodes of the graph are represented by points in a continuous space, are used in a broad range of Graph ML applications. The quality of such embeddings…

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