Sara Taskinen

According to our database, Sara Taskinen authored at least 13 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Modelling multivariate spatio-temporal data with identifiable variational autoencoders.

Mika Sipilä, Claudia Cappello, Sandra De Iaco, Klaus Nordhausen, Sara Taskinen

Neural Networks, 2025

2024

Stationary subspace analysis based on second-order statistics.

Lea Flumian, Markus Matilainen, Klaus Nordhausen, Sara Taskinen

J. Comput. Appl. Math., January, 2024

Nonlinear blind source separation exploiting spatial nonstationarity.

Mika Sipilä, Klaus Nordhausen, Sara Taskinen

Inf. Sci., 2024

2023

Fast and universal estimation of latent variable models using extended variational approximations.

Pekka Korhonen, Francis K. C. Hui, Jenni Niku, Sara Taskinen

Stat. Comput., 2023

2021

Dimension Reduction for Time Series in a Blind Source Separation Context Using R.

Klaus Nordhausen, Markus Matilainen, Jari Miettinen, Joni Virta, Sara Taskinen

J. Stat. Softw., 2021

2018

fICA: FastICA Algorithms and Their Improved Variants.

Jari Miettinen, Klaus Nordhausen, Sara Taskinen

R J., 2018

2017

The squared symmetric FastICA estimator.

Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen, Joni Virta

Signal Process., 2017

2015

Model selection using limiting distributions of second-order blind source separation algorithms.

Katrin Illner, Jari Miettinen, Christiane Fuchs, Sara Taskinen, Klaus Nordhausen, Hannu Oja, Fabian J. Theis

Signal Process., 2015

2014

Deflation-Based FastICA With Adaptive Choices of Nonlinearities.

Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen

IEEE Trans. Signal Process., 2014

Deflation-based separation of uncorrelated stationary time series.

Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen

J. Multivar. Anal., 2014

2013

Fast equivariant JADE.

Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen

Proceedings of the IEEE International Conference on Acoustics, 2013

2007

Tests of multinormality based on location vectors and scatter matrices.

Annaliisa Kankainen, Sara Taskinen, Hannu Oja

Stat. Methods Appl., 2007

Independent component analysis based on symmetrised scatter matrices.

Sara Taskinen, S. Sirkiä, Hannu Oja

Comput. Stat. Data Anal., 2007