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1. • Journal article

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   Low-rank plus sparse decomposition for exoplanet detection in direct imaging ADI sequences

   Gomez Gonzalez, Carlos Absil, Olivier Absil, Pierre-Antoine[UCL] Van Droogenbroeck, Marc Mawet, Dimitri Surdej, Jean (2016) Astronomy & Astrophysics — Vol. 589 (May 2016)
2. • Speech

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   Iterative Methods for Low Rank Approximation of Graph Similarity Matrices

   Cason, Thomas[UCL] Absil, Pierre-Antoine[UCL] Van Dooren, Paul[UCL] (2009) 7th International Workshop on Mining and Learning with Graphs (MLG 2009) — Leuven
3. • Speech

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   A Riemannian limited-memory BFGS algorithm for computing the matrix geometric mean

   Yuan, Xinru Huang, Wen[UCL] Absil, Pierre-Antoine[UCL] Gallivan, Kyle A. (2016) ICCS 2016 — San Diego, California, 6-8 June 2016
4. • 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)
5. • Speech

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   Information Inequality for Estimation of Transfer Functions: main results

   Ivanov, Tzvetan[UCL] Anderson, B.D.O. Absil, Pierre-Antoine[UCL] Gevers, Michel[UCL] (2011) 18th IFAC World Congress — Milano, Italy
6. • Journal article

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   Iterative Methods for Low Rank Approximation of Graph Similarity Matrices

   Cason, Thomas[UCL] Absil, Pierre-Antoine[UCL] Van Dooren, Paul[UCL] (2013) Linear Algebra and Its Applications — Vol. 438, p. 1863-1882 (January 2013)
7. • Journal article

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   Intrinsic representation of tangent vectors and vector transport on matrix manifolds

   Huang, Wen[UCL] Absil, Pierre-Antoine[UCL] Gallivan, Kyle A. (2016) Numerische Mathematik — Vol. 136, no. 2, p. 523-543 (27 october 2016)
8. • Journal article

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   Low-rank matrix completion via preconditioned optimization on the Grassmann manifold

   Boumal, Nicolas[UCL] Absil, Pierre-Antoine[UCL] (2015) Linear Algebra and Its Applications — Vol. 475, p. 200-239 (June 2015)
9. • Journal article

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   Elucidating the Altered Transcriptional Programs in Breast Cancer using Independent Component Analysis

   Teschendorff, Andrew E. Journée, Michel Absil, Pierre-Antoine[UCL] Sepulchre, Rodolphe[UCL] Caldas, Carlos (2007) PLoS Computational Biology — Vol. 3, no. 8, p. e161 (2007)
10. • Journal article

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    On the largest principal angle between random subspaces

    Absil, Pierre-Antoine[UCL] Edelman, A Koev, P (2006) Linear Algebra and Its Applications — Vol. 414, no. 1, p. 288-294 (2006)
11. • Speech

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    Elastic Morphing of 2D and 3D Objects on a Shape Manifold

    Samir, Chafik[UCL] Van Dooren, Paul[UCL] Laurent, Damien[UCL] Gallivan, Kyle Absil, Pierre-Antoine[UCL] (2009) Image Analysis and Recognition - Proceedings of the 6th International Conference (ICIAR 2009) - Lecture Notes in Computer Science Vol. 5627/2009 — Halifax, Canada
12. • Journal article

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    A Riemannian Subgradient Algorithm for Economic Dispatch with Valve-Point Effect

    Borckmans, Pierre[UCL] Suviseshamuthu, Easter Selvan[UCL] Boumal, Nicolas[UCL] Absil, Pierre-Antoine[UCL] (2014) Journal of Computational and Applied Mathematics — Vol. 255, p. 848-866 (January 2014)
13. • BookChapter

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    Supervised normalization of large-scale omic datasets using blind source separation

    Teschendorff, Andrew E. Renard, Emilie[UCL] Absil, Pierre-Antoine[UCL] (2014) Blind source separation — [ISBN : 978-3-642-55015-7]
14. • Speech

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    Fitting Curves on Riemannian Manifolds Using Energy Minimization

    Samir, Chafik[UCL] Absil, Pierre-Antoine[UCL] Srivastava, A. Klassen, E. (2009) MVA2009 IAPR Conference on Machine Vision Applications — Yokohama, Japan
15. • Speech

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    A newton algorithm for invariant subspace computation with large basins of attraction

    Absil, Pierre-Antoine[UCL] Sepulchre, Rodolphe[UCL] Van Dooren, Paul[UCL] Mahony, R. (2003) Conference on Decision and Control (CDC 2003) — Hawaii, USA
16. • Journal article

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    Jacobi algorithm for the best low multilinear rank approximation of symmetric tensors

    Ishteva, Mariya Absil, Pierre-Antoine[UCL] Van Dooren, Paul[UCL] (2013) SIAM Journal on Matrix Analysis and Applications — (2013)
17. • Journal article

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    A Riemannian rank-adaptive method for low-rank optimization

    Zhou, Guifang Huang, Wen[UCL] Gallivan, Kyle A. Van Dooren, Paul Absil, Pierre-Antoine[UCL] (2016) Neurocomputing — Vol. 192, p. 72-80 (2016)
18. • Speech

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    Gene expression data analysis using spatiotemporal blind source separation

    Sainlez, Matthieu[UCL] Absil, Pierre-Antoine[UCL] Teschendorff, A.E. (2009) 17th European Symposium on Artificial Neural Networks (ESANN) — Bruges, Belgium
19. • Speech

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    Optimization on manifolds: methods and applications (abstract)

    Absil, Pierre-Antoine[UCL] (2009) 14 th Belgian-French-German Conference on Optimization — Leuven, Belgium
20. • Speech

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    Tensor- versus matrix-based algorithms in exponential data fitting (abstract)

    Ishteva, Mariya[UCL] Absil, Pierre-Antoine[UCL] Van Huffel, Sabine De Lathauwer, L. (2010) 29th Benelux Meeting on Systems and Control — Heeze, The Netherlands
21. • Speech

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    Image segmentation and real-time video tracking using graph based techniques (abstract)

    Browet, Arnaud[UCL] Van Dooren, Paul[UCL] Absil, Pierre-Antoine[UCL] (2010) 29th Benelux Meeting on Systems and Control — Heeze, The Netherlands
22. • Speech

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    Review of Similarity Matrices and Application to Subgraph Matching (abstract)

    Cason, Thomas[UCL] Absil, Pierre-Antoine[UCL] Van Dooren, Paul[UCL] (2010) 29th Benelux Meeting on Systems and Control — Heeze, The Netherlands
23. • Speech

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    Algorithms for the nearest correlation matrix problem with factor structure

    Dorcimont, Charlotte[UCL] Absil, Pierre-Antoine[UCL] (2014) Householder Symposium XIX — Spa, Belgium
24. • Speech

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    MIQP-Based Algorithm for the Global Solution of Economic Dispatch Problems with Valve-Point Effects

    Absil, Pierre-Antoine[UCL] Sluysmans, Benoit[UCL] Stevens, Nicolas[UCL] (2018) 2018 Power Systems Computation Conference (PSCC) — Dublin, Ireland
25. • Journal article

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    A multibody-based approach to the computation of spine intervertebral motions in scoliotic patients.

    Abedrabbo Ode, Gabriel[UCL] Fisette, Paul[UCL] Absil, Pierre-Antoine[UCL] Mahaudens, Philippe[UCL] Detrembleur, Christine[UCL] Raison, Maxime Banse, Xavier[UCL] Aubin, Carl-Eric Mousny, Maryline[UCL] (2012) Studies in Health Technology and Informatics — Vol. 176, p. 95-98 (2012)

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