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researcher

Ignacy Stępka

8 papers hereh-index 221 citations9 works total

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

author position
  • first author7
  • middle author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.AI1
  • cs.CV1
  • cs.RO1
same name
  • Ignacy Stępka — 1 paper

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
20242026
most citedA multi-criteria approach for selecting an explanation from the set of counterfactuals produced by an ensemble of explainers

8 citations · 10 across the 7 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2024

A SAT-based approach to rigorous verification of Bayesian networks

Ignacy Stępka, Nicholas Gisolfi, Artur Dubrawski

Recent advancements in machine learning have accelerated its widespread adoption across various real-world applications. However, in safety-critical domains, the deployment of mach…

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