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researcher

Polona Oblak

31 papers hereh-index 12383 citations54 works total

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

author position
  • sole author3
  • first author2
  • middle author16
  • last author10

Across the 31 of 31 papers where every author was matched, so the position is known.

fields
  • math.CO11
  • math.RA9
  • math.AC4
  • cs.LG3
  • math.SP3
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20062026
most citedThe total zero-divisor graph of commutative rings

13 citations · 39 across the 25 of their papers we have counts for

collaborators
Showing 2022Show all

3 papers · 1 filter

math.RA2022

Jordan structures of nilpotent matrices in the centralizer of a nilpotent matrix with two Jordan blocks of the same size

Duško Bogdanić, Alen Đurić, Sara Koljančić +2

In this paper we characterize all nilpotent orbits under the action by conjugation that intersect the nilpotent centralizer of a nilpotent matrix B consisting of two Jordan block…

stat.ME2022

SMIXS: Novel efficient algorithm for non-parametric mixture regression-based clustering

Peter Mlakar, Tapio Nummi, Polona Oblak +1

We investigate a novel non-parametric regression-based clustering algorithm for longitudinal data analysis. Combining natural cubic splines with Gaussian mixture models (GMM), the…

cs.LG2022★ 2 cited

FastSTMF: Efficient tropical matrix factorization algorithm for sparse data

Amra Omanović, Polona Oblak, Tomaž Curk

Matrix factorization, one of the most popular methods in machine learning, has recently benefited from introducing non-linearity in prediction tasks using tropical semiring. The no…

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