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University of Business in Wrocław

Poland

2 papers here1 citations across 2
fields
  • cs.CL1
  • cs.LG1
ROR 04qxzae03OpenAlex

affiliations via OpenAlex

most citedHyConEx: Hypernetwork classifier with counterfactual explanations for tabular data

1 citations

researchers with a paper here
  • A. Lancucki1 · h 6
  • Bartosz Kostka1 · h 2
  • J. Chorowski1 · h 23
  • Kamil Książek1 · h 2
  • Marek Smieja1 · h 2
  • Michal Zapotoczny1 · h 3
  • Oleksii Furman1 · h 1
  • Patryk Marszałek1 · h 3
  • P. Spurek1 · h 17
  • Ulvi Movsum-zada1 · h 2
collaborating institutions
  • AGH University of KrakowPL1 paper
  • IDEA of Development FoundationPL1 paper
  • Jagiellonian UniversityPL1 paper

2 papers

cs.LG2025★ 1 cited

HyConEx: Hypernetwork classifier with counterfactual explanations for tabular data

Patryk Marszałek, Kamil Książek, Oleksii Furman +3

In recent years, there has been a growing interest in explainable AI methods. In addition to making accurate predictions, we also want to understand what the model's decision is ba…

cs.CL2019

Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees

Jan Chorowski, Adrian Lancucki, Bartosz Kostka +1

Deep neural acoustic models benefit from context-dependent (CD) modeling of output symbols. We consider direct training of CTC networks with CD outputs, and identify two issues. Th…

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