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researcher

Ü. Dogan

10 papers hereh-index 151.1k citations32 works total

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

author position
  • first author1
  • middle author6
  • last author3

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • cs.CV3
  • cs.LG3

identity via Semantic Scholar / OpenAlex

activity
20132025
most citedMulti-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms

30 citations · 82 across the 8 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

cs.LG2025

Value bounds and Convergence Analysis for Averages of LRP attributions

Alexander Binder, Nastaran Takmil-Homayouni, Urun Dogan

We analyze numerical properties of Layer-wise relevance propagation (LRP)-type attribution methods by representing them as a product of modified gradient matrices. This representat…

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