Publications associées à G-structure on a manifold

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Sparsistency of $\ell_1$-Regularized $M$-Estimators

Volkan Cevher, Jonathan Mark Scarlett, Yen-Huan Li

We consider the model selection consistency or sparsistency of a broad set of

\ell_1

-regularized

M

-estimators for linear and non-linear statistical models in a unified fashion. For this purpose, we propose the local structured smoothness condition (LSS ...

2015

G-structure on a manifold

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Improving hand and wrist activity detection using tactile sensors and tensor regression methods on Riemannian manifolds

Bi-Jacobi Fields And Riemannian Cubics For Left-Invariant SO(3)

Discrete variational Lie group formulation of geometrically exact beams dynamics

Sparsistency of $\ell_1$-Regularized $M$-Estimators

Sparse Group Covers and Greedy Tree Approximations

Non-linear Low-rank and Sparse Representation for Hyperspectral Image Analysis

HCV E2 core structures and mAbs: something is still missing

First-principles core structures of < c+a > edge and screw dislocations in Mg

On Certain Kahler Quotients of Quaternionic Kahler Manifolds

Grassmannian Regularized Structured Multi-View Embedding for Image Classification

Bi-Jacobi Fields And Riemannian Cubics For Left-Invariant SO(3)

Non-linear Low-rank and Sparse Representation for Hyperspectral Image Analysis

Sparse Group Covers and Greedy Tree Approximations

On Certain Kahler Quotients of Quaternionic Kahler Manifolds

HCV E2 core structures and mAbs: something is still missing

First-principles core structures of < c+a > edge and screw dislocations in Mg

Discrete variational Lie group formulation of geometrically exact beams dynamics

Sparsistency of $\ell_1$-Regularized $M$-Estimators

Improving hand and wrist activity detection using tactile sensors and tensor regression methods on Riemannian manifolds

Grassmannian Regularized Structured Multi-View Embedding for Image Classification