Publications


P. Ablin, J.F. Cardoso and A. Gramfort. Beyond Pham’s algorithm for joint diagonalization. Preprint. https://hal.archives-ouvertes.fr/hal-01936887v1


P. Ablin, D. Fagot, H. Wendt, A. Gramfort and C. Févotte. A Quasi-Newton algorithm on the orthogonal manifold for NMF with transform learning. Preprint.   https://hal.archives-ouvertes.fr/hal-01912918/document


P. Ablin, A. Gramfort, J.F. Cardoso and F. Bach.  EM algorithms for ICA.    Preprint. https://arxiv.org/abs/1805.10054


P. Ablin, J.F. Cardoso and A. Gramfort. Accelerating Likelihood Optimization for ICA on Real Signals. LVA-ICA ’18. https://arxiv.org/abs/1806.09390

Best student paper award


P. Ablin, J.F. Cardoso and A. Gramfort.  Faster ICA under orthogonal constraint.    ICASSP’18. https://hal.inria.fr/hal-01651842/document


P. Ablin, J.F. Cardoso and A. Gramfort.  Faster independent component analysis by preconditioning with Hessian approximations.  Accepted for publication in IEEE-Transactions on Signal Processing (2017).   https://arxiv.org/abs/1706.08171


P. Ablin and K. Siddiqi. Detecting Myocardial Infarction Using Medial Surfaces. International Workshop on Statistical Atlases and Computational Models of the Heart (2015).