Sara Taskinen

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 6

Top Topics

Independent Component Analysis

Blind Source Separation

Top Venues

Signal Process.

J. Comput. Appl. Math.

J. Stat. Softw.

Publications

Mika Sipilä, Klaus Nordhausen, Sara Taskinen
Nonlinear blind source separation exploiting spatial nonstationarity. Inf. Sci. 665 (2024)
Lea Flumian, Markus Matilainen, Klaus Nordhausen, Sara Taskinen
Stationary subspace analysis based on second-order statistics. J. Comput. Appl. Math. 436 (2024)
Pekka Korhonen, Francis K. C. Hui, Jenni Niku, Sara Taskinen
Fast and universal estimation of latent variable models using extended variational approximations. Stat. Comput. 33 (1) (2023)
Klaus Nordhausen, Markus Matilainen, Jari Miettinen, Joni Virta, Sara Taskinen
Dimension Reduction for Time Series in a Blind Source Separation Context Using R. J. Stat. Softw. 98 (1) (2021)
Jari Miettinen, Klaus Nordhausen, Sara Taskinen
fICA: FastICA Algorithms and Their Improved Variants. R J. 10 (2) (2018)
Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen, Joni Virta
The squared symmetric FastICA estimator. Signal Process. 131 (2017)
Katrin Illner, Jari Miettinen, Christiane Fuchs, Sara Taskinen, Klaus Nordhausen, Hannu Oja, Fabian J. Theis
Model selection using limiting distributions of second-order blind source separation algorithms. Signal Process. 113 (2015)
Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
Deflation-based separation of uncorrelated stationary time series. J. Multivar. Anal. 123 (2014)
Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
Deflation-Based FastICA With Adaptive Choices of Nonlinearities. IEEE Trans. Signal Process. 62 (21) (2014)
Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen
Fast equivariant JADE. ICASSP (2013)
Sara Taskinen, S. Sirkiä, Hannu Oja
Independent component analysis based on symmetrised scatter matrices. Comput. Stat. Data Anal. 51 (10) (2007)
Annaliisa Kankainen, Sara Taskinen, Hannu Oja
Tests of multinormality based on location vectors and scatter matrices. Stat. Methods Appl. 16 (3) (2007)