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10/27/2021
Constrained Optimization Involving Nonconvex ℓ_p Norms: Optimality Conditions, Algorithm and Convergence
This paper investigates the optimality conditions for characterizing the...
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01/05/2021
Effcient Projection Onto the Nonconvex ℓ_p-ball
This paper primarily focuses on computing the Euclidean projection of a ...
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12/02/2019
Relating lp regularization and reweighted l1 regularization
We propose a general framework of iteratively reweighted l1 methods for ...
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11/18/2019