Jen-Chih Yao

most citedSparse recovery via nonconvex regularized

M

-estimators over

ℓ_{q}

-balls

1 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

math.ST2019★ 1 cited

Sparse recovery via nonconvex regularized $M$ -estimators over $ℓ_{q}$ -balls

Xin Li, Dongya Wu, Chong Li +2

In this paper, we analyse the recovery properties of nonconvex regularized $M$ -estimators, under the assumption that the true parameter is of soft sparsity. In the statistical aspe…

math.OC2019★ 1 cited

Convergence Analysis of Gradient Algorithms on Riemannian Manifolds Without Curvature Constraints and Application to Riemannian Mass

Chong Li, Xiangmei Wang, Jinhua Wang +1

We study the convergence issue for the gradient algorithm (employing general step sizes) for optimization problems on general Riemannian manifolds (without curvature constraints).…

math.OC2018

Equilibrium problems on Riemannian manifolds with applications

Chong Li, Xiangmei Wang, Genaro LÓpez +1

We study the equilibrium problem on general Riemannian manifolds. The results on existence of solutions and on the convex structure of the solution set are established. Our approac…

Sparse recovery via nonconvex regularized M-estimators over ℓq​-balls

Convergence Analysis of Gradient Algorithms on Riemannian Manifolds Without Curvature Constraints and Application to Riemannian Mass

Equilibrium problems on Riemannian manifolds with applications

Sparse recovery via nonconvex regularized $M$ -estimators over $ℓ_{q}$ -balls