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researcher

W. Samek

104 papers hereh-index 6736.4k citations223 works total

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

author position
  • first author9
  • middle author52
  • last author42

Across the 103 of 104 papers where every author was matched, so the position is known.

fields
  • cs.LG51
  • cs.CV23
  • cs.CL5
  • stat.ML5
  • cs.AI4
  • eess.IV4
same name
  • W. Samek — 6 papers, h 3

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
20112024
most citedMethods for Interpreting and Understanding Deep Neural Networks

2.8k citations · 13.3k across the 90 of their papers we have counts for

collaborators
Showing 2015 · cs.LGShow all

1 paper · 2 filters

cs.LG2015★ 1.4k cited

Explaining NonLinear Classification Decisions with Deep Taylor Decomposition

Grégoire Montavon, Sebastian Bach, Alexander Binder +2

Nonlinear methods such as Deep Neural Networks (DNNs) are the gold standard for various challenging machine learning problems, e.g., image classification, natural language processi…

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