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1. • Journal article

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   Robust low-rank matrix completion by Riemannian optimization

   Cambier, Léopold[UCL] Absil, Pierre-Antoine[UCL] (2016) SIAM Journal on Scientific Computing — Vol. 38, no. 5, p. S440-S460 (2016)
2. • Speech

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   Discrete curve fitting on manifolds

   Boumal, Nicolas[UCL] Absil, Pierre-Antoine[UCL] (2011) 30th Benelux Meeting on Systems and Control — Lommel, Belgique
3. • Speech

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   Range-based non-orthogonal ICA using cross-entropy method

   Suviseshamuthu, Easter Selvan[UCL] Chattopadhyay, Amit[UCL] Amato, U. Absil, Pierre-Antoine[UCL] (2012) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012) — Bruges, Belgium
4. • Speech

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   Spatiotemporal ICA improves the selection of differentially expressed genes

   Renard, Emilie[UCL] Teschendorff, Andrew E. Absil, Pierre-Antoine[UCL] (2016) ESANN 2016 — Bruges, Belgium, 27-29 April 2016
5. • Speech

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   Extending a two-variable mean to a multi-variable mean

   Massart, Estelle[UCL] Hendrickx, Julien[UCL] Absil, Pierre-Antoine[UCL] (2016) ESANN 2016 — Bruges, Belgium, 26-28 April 2016
6. • Journal article

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   Constraint reduction for linear programs with many inequality constraints

   Tits, André[UCL] Absil, Pierre-Antoine[UCL] Woessner, W.P. (2006) SIAM Journal on Optimization — Vol. 17, no. 1, p. 119 (2006)
7. • Speech

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   Fitting Smooth Paths on Riemannian Manifolds: Endometrial Surface Reconstruction and Preoperative MRI-Based Navigation

   Arnould, Antoine[UCL] Gousenbourger, Pierre-Yves[UCL] Samir, Chafik Absil, Pierre-Antoine[UCL] Canis, Michel (2015) GSI 2015 — Paris, Ecole Polytechnique
8. • Speech

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   Optimization on the orthogonal group for independent component analysis

   Journée, M. Absil, Pierre-Antoine[UCL] Sepulchre, Rodolphe[UCL] (2007) 7th International Conference, ICA 2007 — London, UK
9. • Speech

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   Joint diagonalization on the oblique manifold for independent component analysis

   Absil, Pierre-Antoine[UCL] Gallivan, K.A. (2006) 2006 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006) — Toulouse, France
10. • Journal article

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    A Broyden Class of Quasi-Newton Methods for Riemannian Optimization

    Huang, Wen[UCL] Gallivan, Kyle A. Absil, Pierre-Antoine[UCL] (2015) SIAM Journal on Optimization — Vol. 25, no. 3, p. 1660-1685 (2015)
11. • Speech

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    Using H2 norm to bound H-infinity norm from above on Real Rational Modules

    Ivanov, Tzvetan[UCL] Anderson, B.D.O. Absil, Pierre-Antoine[UCL] Gevers, Michel[UCL] (2009) European Control Conference 2009 (ECC2009) — Budapest, Hungary
12. • Speech

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    An efficient particle filtering technique on the Grassmann manifold

    Rentmeesters, Quentin[UCL] Absil, Pierre-Antoine[UCL] Van Dooren, Paul[UCL] Gallivan, K. Srivastava, A. (2010) 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2010 — Dallas, TX, USA
13. • Speech

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    Embedded geometry of the set of symmetric positive semidefinite matrices of fixed rank

    Vandereycken, Bart Absil, Pierre-Antoine[UCL] Vandewalle, Stefan (2009) 15th Workshop on Statistical Signal Processing (SSP '09) — Cardiff, Wales, UK
14. • BookChapter

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    A Riemannian Dennis-Moré condition

    Gallivan, Kyle A. Qi, Chunhong Absil, Pierre-Antoine[UCL] (2012) High-Performance Scientific Computing - Algorithms and Applications — [ISBN : 978-1-4471-2436-8]
15. • BookChapter

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    Geometric optimization methods for the analysis of gene expression data

    Journée, M. Teschendorff, A.E. Absil, Pierre-Antoine[UCL] Tavaré, S. Sepulchre, Rodolphe[UCL] (2007) Principal Manifolds for Data Visualisation and Dimension Reduction — [ISBN : 978-3-540-73749-0]
16. • BookChapter

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    Comparing Two Matrices by Means of Isometric Projections

    Cason, Thomas[UCL] Absil, Pierre-Antoine[UCL] Van Dooren, Paul[UCL] (2011) Numerical Linear Algebra in Signals, Systems and Control — [ISBN : 978-94-007-0602-6]
17. • Journal article

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    Differentiable piecewise-Bézier surfaces on Riemannian manifolds

    Absil, Pierre-Antoine[UCL] Gousenbourger, Pierre-Yves[UCL] Striewski, Paul Wirth, Benedikt (2016) SIAM Journal on Imaging Sciences — Vol. 9, no. 4, p. 1788-1828 (2016)
18. • Journal article

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    Two-sided Grassmann-Rayleigh quotient iteration

    Absil, Pierre-Antoine[UCL] Van Dooren, Paul[UCL] (2010) Numerische Mathematik — Vol. 114, p. 549-571 (2010)
19. • Journal article

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    Best low multilinear rank approximation of higher-order tensors, based on the Riemannian trust-region scheme

    Ishteva, M. Absil, Pierre-Antoine[UCL] Van Huffel, Sabine De Lathauwer, L. (2011) SIAM Journal on Matrix Analysis and Applications — Vol. 32, no. 1, p. 115-135 (2011)
20. • Speech

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    An Efficient BFGS Algorithm for Riemannian Optimization

    Qi, Chunhong Gallivan, Kyle Absil, Pierre-Antoine[UCL] (2010) Proceedings of the 19th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2010) — Budapest, Hungary
21. • Speech

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    A Unified Framework for Affine Graph Similarity

    Cason, Thomas[UCL] Absil, Pierre-Antoine[UCL] Blondel, Vincent[UCL] Van Dooren, Paul[UCL] (2010) 19th International Symposium on Mathematical Theory of Networks and Systems (MTNS 2010) — Budapest, Hungary
22. • Journal article

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    Manopt, a Matlab toolbox for optimization on manifolds

    Boumal, Nicolas[UCL] Mishra, Bamdev Absil, Pierre-Antoine[UCL] Sepulchre, Rodolphe (2014) Journal of Machine Learning Research — Vol. 15, p. 1455-1459 (2014)
23. • Speech

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    A Riemannian approach for computing geodesics in elastic shape analysis

    You, Yaqing Huang, Wen[UCL] Gallivan, Kyle A. Absil, Pierre-Antoine[UCL] (2015) GlobalSIP — Orlando, Florida, 14-16 December 2015
24. • Speech

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    Riemannian Optimization for Elastic Shape Analysis

    Huang, Wen Gallivan, Kyle, A. Srivastava, Anuj Absil, Pierre-Antoine[UCL] (2014) MTNS 2014 — Groningen, The Netherlands
25. • Journal article

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    Manopt, a matlab toolbox for optimization on manifolds

    Boumal, Nicolas[UCL] Sepulchre, Rodolphe[UCL] Absil, Pierre-Antoine[UCL] Mishra, Bamdev (2014) Journal of Machine Learning Research — Vol. 15, p. 1455-1459 (2014)

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