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Olga Permiakova

Orcid: 0000-0002-7813-4493

According to our database1, Olga Permiakova authored at least 4 papers between 2018 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Sketched Stochastic Dictionary Learning for large-scale data and application to high-throughput mass spectrometry.
[BibTeX]
[DOI]
Olga Permiakova
,
Thomas Burger
Stat. Anal. Data Min., 2022

2021
CHICKN: extraction of peptide chromatographic elution profiles from large scale mass spectrometry data by means of Wasserstein compressive hierarchical cluster analysis.
[BibTeX]
[DOI]
Olga Permiakova
,
Romain Guibert
,
Alexandra Kraut
,
Thomas Fortin
,
Anne-Marie Hesse
,
Thomas Burger
BMC Bioinform., 2021

2020
Using Unlabeled Data to Discover Bivariate Causality with Deep Restricted Boltzmann Machines.
[BibTeX]
[DOI]
Nataliya Sokolovska
,
Olga Permiakova
,
Sofia K. Forslund
,
Jean-Daniel Zucker
IEEE ACM Trans. Comput. Biol. Bioinform., 2020

2018
A Semi-supervised Approach to Discover Bivariate Causality in Large Biological Data.
[BibTeX]
[DOI]
Nataliya Sokolovska
,
Olga Permiakova
,
Sofia K. Forslund
,
Jean-Daniel Zucker
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018


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