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researcher

D. Ślęzak

2 papers hereh-index 375.8k citations438 works total

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

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedRobust Assignment of Labels for Active Learning with Sparse and Noisy Annotations

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 1 cited

Robust Assignment of Labels for Active Learning with Sparse and Noisy Annotations

Daniel Kałuża, Andrzej Janusz, Dominik Ślęzak

Supervised classification algorithms are used to solve a growing number of real-life problems around the globe. Their performance is strictly connected with the quality of labels u…

cs.LG2021

Schema matching using Gaussian mixture models with Wasserstein distance

Mateusz Przyborowski, Mateusz Pabiś, Andrzej Janusz +1

Gaussian mixture models find their place as a powerful tool, mostly in the clustering problem, but with proper preparation also in feature extraction, pattern recognition, image se…

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