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Aspects of probabilistic modelling for data analysis

• Authors : Delannay, Nicolas;

Subjects: Data mining; Machine learning; Bayesian statistics

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

• Authors : Teschendorff, Andrew E.; Journée, Michel; Absil, Pierre-Antoine ...

• Source: PLoS Computational Biology, Vol. 3, no. 8, p. e161 (2007)

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Accelerated Line-search and Trust-region Methods

• Authors : Absil, Pierre-Antoine; Gallivan, K. A.; UCL - FSA/INMA - Département d'ingénierie mathématique

Subjects: line search

• Source: SIAM Journal on Numerical Analysis, Vol. 47, no. 2, p. 997-1018 (2009)

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Optimization On Manifolds: Methods And Applications

• Authors : Absil, Pierre-Antoine; Mahony, R.; Sepulchre, Rodolphe ...

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Discrete curve fitting on manifolds

• Authors : Boumal, Nicolas; Absil, Pierre-Antoine; 30th Benelux Meeting on Systems and Control ...

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Nonnegative matrix factorization : complexity, algorithms and applications

• Authors : Gillis, Nicolas;

Subjects: Low-rank matrix approximation; Nonnegative matrices; Computational complexity

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A perspective for optimization in systems and control : from LMIs to derivative-free methods

• Authors : Simon, Emile;

Subjects: Systems and control; Optimization; LMI

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Riemannian algorithms and estimation bounds for synchronization of rotations

• Authors : Boumal, Nicolas; Absil, Pierre-Antoine; Singer, Amit ...

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Role extraction in networks

• Authors : Cason, Thomas;

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Synchronization of rotations via Riemannian trust-regions

• Authors : Boumal, Nicolas; Singer, Amit; Absil, Pierre-Antoine ...

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