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researcher

Marek Śmieja

49 papers hereh-index 16972 citations86 works total

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

author position
  • sole author1
  • first author10
  • middle author23
  • last author15

Across the 49 of 49 papers where every author was matched, so the position is known.

fields
  • cs.LG36
  • cs.CV6
  • cs.IT4
  • cs.NE2
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedProcessing of missing data by neural networks

74 citations · 272 across the 40 of their papers we have counts for

collaborators
Showing cs.ITShow all

4 papers · 1 filter

cs.IT2013

Weighted Approach to General Entropy Function

Marek Śmieja

The definition of weighted entropy allows for easy calculation of the entropy of the mixture of measures. In this paper we investigate the problem of equivalent definition of the g…

cs.IT2012★ 1 cited

Weighted Approach to Rényi Entropy

Marek Śmieja, Jacek Tabor

Rényi entropy of order αis a general measure of entropy. In this paper we derive estimations for the Rényi entropy of the mixture of sources in terms of the entropy of the single s…

cs.IT2012★ 1 cited

Partition Reduction for Lossy Data Compression Problem

Marek Śmieja, Jacek Tabor

We consider the computational aspects of lossy data compression problem, where the compression error is determined by a cover of the data space. We propose an algorithm which reduc…

cs.IT2011

Entropy of the Mixture of Sources and Entropy Dimension

Marek Smieja, Jacek Tabor

We investigate the problem of the entropy of the mixture of sources. There is given an estimation of the entropy and entropy dimension of convex combination of measures. The proof…

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