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researcher

S. Lapuschkin

91 papers hereh-index 3410.9k citations124 works total

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

author position
  • first author1
  • middle author64
  • last author24

Across the 89 of 91 papers where every author was matched, so the position is known.

fields
  • cs.LG45
  • cs.CV22
  • cs.AI11
  • cs.CL6
  • stat.ML3
  • cs.SD2

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedExplaining Deep Neural Networks and Beyond: A Review of Methods and Applications

1.5k citations · 5.3k across the 82 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.