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researcher

S. Wäldchen

3 papers here

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.CC1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedUnmasking Clever Hans Predictors and Assessing What Machines Really Learn

1k citations · 1k across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2019★ 15 cited

A Rate-Distortion Framework for Explaining Neural Network Decisions

Jan Macdonald, Stephan Wäldchen, Sascha Hauch +1

We formalise the widespread idea of interpreting neural network decisions as an explicit optimisation problem in a rate-distortion framework. A set of input features is deemed rele…

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