research
∙
11/02/2022
Independent component analysis in the light of Information Geometry
I recall my first encounter with Professor Shun-ichi Amari who, once upo...
research
∙
08/21/2020
Spectral independent component analysis with noise modeling for M/EEG source separation
Background: Independent Component Analysis (ICA) is a widespread tool fo...
research
∙
11/28/2018
Beyond Pham's algorithm for joint diagonalization
The approximate joint diagonalization of a set of matrices consists in f...
research
∙
06/25/2018
Accelerating likelihood optimization for ICA on real signals
We study optimization methods for solving the maximum likelihood formula...
research
∙
05/25/2018
EM algorithms for ICA
Independent component analysis (ICA) is a widely spread data exploration...
research
∙
11/29/2017
Faster ICA under orthogonal constraint
Independent Component Analysis (ICA) is a technique for unsupervised exp...
research
∙
06/25/2017