Arthur Tenenhaus

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 8

Top Topics

Tensor Factorization

Data Integration

Dimensionality Reduction Methods

Top Venues

Briefings Bioinform.

Publications

Fabien Girka, Arnaud Gloaguen, Laurent Le Brusquet, Violetta Zujovic, Arthur Tenenhaus
Tensor generalized canonical correlation analysis. Inf. Fusion 102 (2024)
Fabien Girka, Arnaud Gloaguen, Laurent Le Brusquet, Violetta Zujovic, Arthur Tenenhaus
Tensor Generalized Canonical Correlation Analysis. CoRR (2023)
Abdelhak Boudehane, Laurent Albera, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer
Parallelization scheme for canonical polyadic decomposition of large-scale high-order tensors. Signal Process. 199 (2022)
Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer
Dictionary-Based Tensor-Train Sparse Coding. EUSIPCO (2020)
Abdelhak Boudehane, Yassine Zniyed, Arthur Tenenhaus, Laurent Le Brusquet, Rémy Boyer
Breaking the Curse of Dimensionality for Coupled Matrix-Tensor Factorization. CAMSAP (2019)
Slim Karkar, Arnaud Gloaguen, Yann Le Guen, Morgane Pierre-Jean, Claire Dandine-Roulland, Edith Le Floch, Cathy Philippe, Arthur Tenenhaus, Vincent Frouin
Multivariate Haplotype Analysis Of 96 Sulci Opening For 15, 612 UK-Biobank Sujects. ISBI (2019)
Imene Garali, Isaac M. Adanyeguh, Farid Ichou, Vincent Perlbarg, Alexandre Seyer, Benoit Colsch, Ivan Moszer, Vincent Guillemot, Alexandra Durr, Fanny Mochel, Arthur Tenenhaus
A strategy for multimodal data integration: application to biomarkers identification in spinocerebellar ataxia. Briefings Bioinform. 19 (6) (2018)
Wacha Bounliphone, Eugene Belilovsky, Arthur Tenenhaus, Ioannis Antonoglou, Arthur Gretton, Matthew B. Blaschko
Fast Non-Parametric Tests of Relative Dependency and Similarity. CoRR (2016)
Wacha Bounliphone, Arthur Gretton, Arthur Tenenhaus, Matthew B. Blaschko
A low variance consistent test of relative dependency. ICML (2015)
Arthur Tenenhaus, Cathy Philippe, Vincent Frouin
Kernel Generalized Canonical Correlation Analysis. Comput. Stat. Data Anal. 90 (2015)
Arthur Tenenhaus, Michel Tenenhaus
Regularized generalized canonical correlation analysis for multiblock or multigroup data analysis. Eur. J. Oper. Res. 238 (2) (2014)
Anne Bernard, Arthur Tenenhaus, Jean-François Zagury, Gilbert Saporta, Christiane Guinot
Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes. EGC (2012)
Edith Le Floch, Vincent Guillemot, Vincent Frouin, Philippe Pinel, Christophe Lalanne, Laura Trinchera, Arthur Tenenhaus, Antonio Moreno, Monica Zilbovicius, Thomas Bourgeron, Stanislas Dehaene, Bertrand Thirion, Jean-Baptiste Poline, Edouard Duchesnay
Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares. NeuroImage 63 (1) (2012)
Hélène Langet, Cyril Riddell, Yves Trousset, Arthur Tenenhaus, Elisabeth Lahalle, Gilles Fleury, Nikos Paragios
Compressed Sensing Dynamic Reconstruction in Rotational Angiography. MICCAI (1) (2012)
Edith Le Floch, Philippe Pinel, Arthur Tenenhaus, Laura Trinchera, Jean-Baptiste Poline, Vincent Frouin, Edouard Duchesnay
Discovering associations in high dimensional imaging-genetics data: A comparison study of dimension reduction and regularisation strategies combined with partial least squares. ISBI (2012)
Hélène Langet, Cyril Riddell, Yves Trousset, Arthur Tenenhaus, Elisabeth Lahalle, Gilles Fleury, Nikos Paragios
Compressed sensing subtracted rotational angiography with multiple sparse penalty. ISBI (2012)
Alex Nkengne, Arthur Tenenhaus, Bernard Fertil
Age prediction using a supervised facial model. ISBI (2011)
Hélène Langet, Cyril Riddell, Yves Trousset, Arthur Tenenhaus, Elisabeth Lahalle, Gilles Fleury, Nikos Paragios
Compressed Sensing Based 3D Tomographic Reconstruction for Rotational Angiography. MICCAI (1) (2011)
Jean-Baptiste Poline, Christophe Lalanne, Arthur Tenenhaus, Edouard Duchesnay, Bertrand Thirion, Vincent Frouin
Imaging Genetics: Bio-Informatics and Bio-Statistics Challenges. COMPSTAT (2010)
Monika Jelizarow, Vincent Guillemot, Arthur Tenenhaus, Korbinian Strimmer, Anne-Laure Boulesteix
Over-optimism in bioinformatics: an illustration. Bioinform. 26 (16) (2010)
Arthur Tenenhaus, Vincent Guillemot, Xavier Gidrol, Vincent Frouin
Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on PLS Regression. IEEE ACM Trans. Comput. Biol. Bioinform. 7 (2) (2010)
Vincent Guillemot, Cathy Philippe, Arthur Tenenhaus, Jérôme Rollin, Xavier Gidrol, Vincent Frouin
Grouping Levels of Exposure with Same Observable Effects before Class Prediction in Toxicogenomics. BIOTECHNO (2008)
Arthur Tenenhaus, Alain Giron, Emmanuel Viennet, Michel Béra, Gilbert Saporta, Bernard Fertil
Kernel logistic PLS: A tool for supervised nonlinear dimensionality reduction and binary classification. Comput. Stat. Data Anal. 51 (9) (2007)
Cinta Ruiz Dominguez, Nadjia Kachenoura, Sébastien Mulé, Arthur Tenenhaus, Annie Delouche, Olivier Nardi, Olivier Gérard, Benoit Diebold, Alain Herment, Frédérique Frouin
Classification of Segmental Wall Motion in Echocardiography Using Quantified Parametric Images. FIMH (2005)