The detailed programme of the Invariant Coordinate Selection and Related Methods Conference will be updated on the website later.
Tuesday, 6 May 2025
| 9:30-10:25 |
Registration and coffee |
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| 10:25-10:30 |
Opening of the workshop |
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| 10:30-11:15 |
Joni Virta |
Some perspectives on separable covariance matrices |
| 11:15-11:40 |
Hannu Oja |
Notions of dispersion, kurtosis and information: From principal components to independent components |
| 11:40-12:05 |
Una Radojicic |
Rank determination in second-order-signal model via data augmentation |
| 12:05-12:30 |
Miro Arvila |
An introduction to independent vector analysis |
| 12:30-14:00 |
Lunch break |
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| 14:00-14:25 |
Andreas Alfons |
Tandem clustering with invariant coordinate selection |
| 14:25-14:50 |
Colombe Becquart |
ICS and Fisher subspace |
| 14:50-15:15 |
Aurore Archimbaud |
Generalized implementation of ICS with positive semi-definite scatter matrices |
| 15:15-15:45 |
Coffee break |
|
| 15:45-16:10 |
Mika Sipilä |
Identifiable variational autoencoders for modelling spatio-temporal data |
| 16:10-16:35 |
Sara Leyden |
Robust distance correlation |
| 16:35-17:00 |
Discussion |
|
Wednesday, 7 May 2025
| 9:30-10:15 |
Siegfried Hörmann |
Missing fragments in functional data |
| 10:15-10:40 |
Jaakko Pere |
On the impact of approximation errors on extreme quantile estimation with applications to functional data analysis |
| 10:40-11:15 |
Coffee break |
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| 11:15-11:40 |
Camille Mondon |
Coordinate-free ICS for distributional and functional data |
| 11:40-12:05 |
Lauri Heinonen |
A method for sparse independent component analysis |
| 12:05-12:30 |
Jyrki Möttönen |
Multivariate LAD-lasso |
| 12:30-12:55 |
Claudia Cappello |
Multivariate approaches for modeling spatio-temporal data: a critical comparison |
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| 15:00-17:00 |
Sauna visit |
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| 19:00-22:00 |
Workshop dinner |
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Thursday, 8 May 2025
| 9:30-10:30 |
Aurore Archimbaud, Andreas Alfons, Colombe Becquart, Klaus Nordhausen |
Invariant coordinate selection for multivariate datasets - a guided tour of implementations 1 |
| 10:30-11:00 |
Coffee break |
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| 11:00-12:30 |
Aurore Archimbaud, Andreas Alfons, Colombe Becquart, Klaus Nordhausen |
Invariant coordinate selection for multivariate datasets - a guided tour of implementations 2 |
| 12:30-13:30 |
Lunch break |
|
| 13:30-14:15 |
Anne M. Ruiz |
Outlier detection with a focus on ICS |
| 14:15-14:40 |
Christine Thomas-Agnan |
Detecting outliers in compositional data using ICS |
| 14:40-15:05 |
Paul Guillot |
Online outlier detection |
| 15:05-15:30 |
Wenqi Tang |
Comparison of ordination methods for the analysis of high-dimensional, sparse, compositional data |
| 15:30-16:00 |
Coffee break |
|
| 16:00-17:30 |
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French-Finnish higher education meeting (invitation only) |