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Conference

Robust rank constrained kronecker covariance matrix estimation

Subjects: Adaptive signal processing; covariance matrix estimation; low rankPacific Grove; United States

  • Source: 2016 50th Asilomar Conference on Signals, Systems and Computershttps://hal.science/hal-015037882016 50th Asilomar Conference on Signals, Systems and Computers, Nov 2016, Pacific Grove,

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Conference

Riemannian framework for robust covariance matrix estimation in spiked models

Subjects: Riemannian Optimization; Covariance Matrices; Spiked ModelsSpainBarcelona, Spain

  • Source: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ; https://hal.univ-grenoble-alpes.fr/hal-02571084 ; ICASSP 2020 - 2020 IEEE International

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Academic Journal

Clustering species with residual covariance matrix in Joint Species Distribution models

Subjects: biodiversity modelling; dimension reduction; joint species distribution model

  • Source: ISSN: 2296-701X ; Frontiers in Ecology and Evolution ; https://inria.hal.science/hal-03151472 ; Frontiers in Ecology and Evolution, 2021, 9, pp.601384:1-11. ⟨10.3389/fevo.2021.601384⟩.

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Academic Journal

Robust Covariance Matrix Estimation in Heterogeneous Low Rank Context

Subjects: Index Terms-Adaptive Signal Processing; Covariance Matrix and Subspace estimation; Robust estimation

  • Source: ISSN: 1053-587X ; IEEE Transactions on Signal Processing ; https://hal.science/hal-01377662 ; IEEE Transactions on Signal Processing, 2016, 64 (22), pp.5794-5806.

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