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Shinichi Nakajima

Technische Universität Berlin

22 papers hereh-index 253.8k citations128 works total

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

author position
  • first author1
  • middle author13
  • last author8

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • stat.ML3
  • cond-mat.stat-mech2
  • cs.CL2
  • cs.CV2
  • cs.DS2
affiliations
  • Technische Universität Berlin
Homepage
same name
  • Shinichi Nakajima — 13 papers, h 4
  • Shinichi Nakajima — 12 papers, h 5
  • Shinichi Nakajima — 5 papers, h 3
  • Shinichi Nakajima — 1 paper

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
20112023
most citedHigher-Order Explanations of Graph Neural Networks via Relevant Walks

268 citations · 470 across the 19 of their papers we have counts for

collaborators
Showing cs.DSShow all

2 papers · 1 filter

cs.DS2018★ 1 cited

Tight Bound of Incremental Cover Trees for Dynamic Diversification

Hannah Marienwald, Wikor Pronobis, Klaus-Robert Müller +1

Dynamic diversification---finding a set of data points with maximum diversity from a time-dependent sample pool---is an important task in recommender systems, web search, database…

cs.DS2017★ 2 cited

Partial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs

Alexander Bauer, Shinichi Nakajima, Nico Görnitz +1

Markov random fields (MRFs) are a powerful tool for modelling statistical dependencies for a set of random variables using a graphical representation. An important computational pr…

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