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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 2016 · stat.MLShow all

2 papers · 2 filters

stat.ML2016★ 25 cited

Interpreting the Predictions of Complex ML Models by Layer-wise Relevance Propagation

Wojciech Samek, Grégoire Montavon, Alexander Binder +2

Complex nonlinear models such as deep neural network (DNNs) have become an important tool for image classification, speech recognition, natural language processing, and many other…

stat.ML2016

Sharing Hash Codes for Multiple Purposes

Wikor Pronobis, Danny Panknin, Johannes Kirschnick +6

Locality sensitive hashing (LSH) is a powerful tool for sublinear-time approximate nearest neighbor search, and a variety of hashing schemes have been proposed for different dissim…

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