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Faster independent component analysis by preconditioning with Hessian
  approximations
v1v2v3 (latest)

Faster independent component analysis by preconditioning with Hessian approximations

25 June 2017
Pierre Ablin
J. Cardoso
Alexandre Gramfort
    CML
ArXiv (abs)PDFHTML

Papers citing "Faster independent component analysis by preconditioning with Hessian approximations"

17 / 17 papers shown
A Study on Variants of Conventional, Fuzzy, and Nullspace-Based Independence Criteria for Improving Supervised and Unsupervised Learning
A Study on Variants of Conventional, Fuzzy, and Nullspace-Based Independence Criteria for Improving Supervised and Unsupervised Learning
Mojtaba Moattari
89
0
0
22 Jul 2025
MVICAD2: Multi-View Independent Component Analysis with Delays and Dilations
MVICAD2: Multi-View Independent Component Analysis with Delays and Dilations
Ambroise Heurtebise
O. Chehab
Pierre Ablin
Alexandre Gramfort
245
0
0
13 Jan 2025
Evaluating the structure of cognitive tasks with transfer learning
Evaluating the structure of cognitive tasks with transfer learning
Bruno Aristimunha
Raphael Y. de Camargo
W. H. L. Pinaya
Sylvain Chevallier
Alexandre Gramfort
Cédric Rommel
200
6
0
28 Jul 2023
Boosting Independent Component Analysis
Boosting Independent Component Analysis
Yunpeng Li
Zhaohui Ye
239
3
0
12 Dec 2021
Second-order Approximation of Minimum Discrimination Information in
  Independent Component Analysis
Second-order Approximation of Minimum Discrimination Information in Independent Component Analysis
Yunpeng Li
183
3
0
30 Nov 2021
Shared Independent Component Analysis for Multi-Subject Neuroimaging
Shared Independent Component Analysis for Multi-Subject Neuroimaging
Hugo Richard
Pierre Ablin
Bertrand Thirion
Alexandre Gramfort
Aapo Hyvarinen
249
12
0
26 Oct 2021
Using Physiological Information to Classify Task Difficulty in
  Human-Swarm Interaction
Using Physiological Information to Classify Task Difficulty in Human-Swarm InteractionIEEE International Conference on Systems, Man and Cybernetics (SMC), 2021
Joseph P. Distefano
Hemanth Manjunatha
Souma Chowdhury
Karthik Dantu
David Doermann
Ehsan Esfahani
116
5
0
24 Sep 2021
Independent mechanism analysis, a new concept?
Independent mechanism analysis, a new concept?Neural Information Processing Systems (NeurIPS), 2021
Luigi Gresele
Julius von Kügelgen
Vincent Stimper
Bernhard Schölkopf
M. Besserve
CML
359
113
0
09 Jun 2021
Adaptive Multi-View ICA: Estimation of noise levels for optimal
  inference
Adaptive Multi-View ICA: Estimation of noise levels for optimal inference
Hugo Richard
Pierre Ablin
Aapo Hyvarinen
Alexandre Gramfort
Bertrand Thirion Inria
CML
179
1
0
22 Feb 2021
Revealing Preference in Popular Music Through Familiarity and Brain
  Response
Revealing Preference in Popular Music Through Familiarity and Brain ResponseIEEE Sensors Journal (IEEE Sens. J.), 2021
Soravitt Sangnark
Phairot Autthasan
Puntawat Ponglertnapakorn
Phudit Chalekarn
Thapanun Sudhawiyangkul
...
Sarita Songsermsawad
Rawin Assabumrungrat
Supalak Amplod
Kajornvut Ounjai
Theerawit Wilaiprasitporn
216
18
0
30 Jan 2021
Uncovering the structure of clinical EEG signals with self-supervised
  learning
Uncovering the structure of clinical EEG signals with self-supervised learningJournal of Neural Engineering (JNE), 2020
Hubert J. Banville
O. Chehab
Aapo Hyvarinen
Denis A. Engemann
Alexandre Gramfort
221
242
0
31 Jul 2020
Modeling Shared Responses in Neuroimaging Studies through MultiView ICA
Modeling Shared Responses in Neuroimaging Studies through MultiView ICANeural Information Processing Systems (NeurIPS), 2020
Hugo Richard
Luigi Gresele
Aapo Hyvarinen
Bertrand Thirion
Alexandre Gramfort
Pierre Ablin
OOD
457
26
0
11 Jun 2020
Decoding EEG Rhythms During Action Observation, Motor Imagery, and
  Execution for Standing and Sitting
Decoding EEG Rhythms During Action Observation, Motor Imagery, and Execution for Standing and SittingIEEE Sensors Journal (IEEE Sens. J.), 2020
Rattanaphon Chaisaen
Phairot Autthasan
Nopparada Mingchinda
Pitshaporn Leelaarporn
Narin Kunaseth
Suppakorn Tammajarung
P. Manoonpong
S. Mukhopadhyay
Theerawit Wilaiprasitporn
188
80
0
07 Apr 2020
Using image-extracted features to determine heart rate and blink
  duration for driver sleepiness detection
Using image-extracted features to determine heart rate and blink duration for driver sleepiness detection
Erfan Darzi
Armin Mohammadie-Zand
H. Soltanian-Zadeh
56
3
0
04 Nov 2019
Accelerating likelihood optimization for ICA on real signals
Accelerating likelihood optimization for ICA on real signals
Pierre Ablin
J. Cardoso
Alexandre Gramfort
103
2
0
25 Jun 2018
Stochastic algorithms with descent guarantees for ICA
Stochastic algorithms with descent guarantees for ICA
Pierre Ablin
Alexandre Gramfort
J. Cardoso
Francis R. Bach
CML
183
8
0
25 May 2018
Faster ICA under orthogonal constraint
Faster ICA under orthogonal constraint
Pierre Ablin
J. Cardoso
Alexandre Gramfort
CML
85
42
0
29 Nov 2017
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