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researcher

T. Schnake

15 papers hereh-index 9633 citations19 works total

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

author position
  • first author4
  • middle author8
  • last author1

Across the 13 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.CV2
  • cs.AI1
  • physics.chem-ph1
  • stat.OT1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedHigher-Order Explanations of Graph Neural Networks via Relevant Walks

268 citations · 323 across the 12 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025

Uncovering the Structure of Explanation Quality with Spectral Analysis

Johannes Maeß, Grégoire Montavon, Shinichi Nakajima +2

As machine learning models are increasingly considered for high-stakes domains, effective explanation methods are crucial to ensure that their prediction strategies are transparent…

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