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Giannis Nikolentzos

35 papers hereh-index 202.1k citations70 works total

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

author position
  • first author13
  • middle author19
  • last author2

Across the 34 of 35 papers where every author was matched, so the position is known.

fields
  • cs.LG19
  • stat.ML6
  • cs.CL3
  • cs.CV2
  • cs.DS2
  • cs.SI2

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedGraph Kernels: A Survey

90 citations · 194 across the 29 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

stat.ML2018★ 2 cited

Message Passing Graph Kernels

Giannis Nikolentzos, Michalis Vazirgiannis

Graph kernels have recently emerged as a promising approach for tackling the graph similarity and learning tasks at the same time. In this paper, we propose a general framework for…

stat.ML2018★ 29 cited

GraKeL: A Graph Kernel Library in Python

Giannis Siglidis, Giannis Nikolentzos, Stratis Limnios +3

The problem of accurately measuring the similarity between graphs is at the core of many applications in a variety of disciplines. Graph kernels have recently emerged as a promisin…

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