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Selective Inference for Sparse Graphs via Neighborhood Selection. [PDF]
Huang Y, Panigrahi S, Dempsey W.
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On Robustness of the Normalized Subgradient Method with randomly Corrupted Subgradients
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A necessary condition for the guarantee of the superiorization method. [PDF]
Barshad K +4 more
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Sparse regularization inversion method for transient electromagnetic data and high-resolution prospection of subsurface targets. [PDF]
Zhou Z +7 more
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A DECOMPOSITION ALGORITHM FOR TWO-STAGE STOCHASTIC PROGRAMS WITH NONCONVEX RECOURSE FUNCTIONS. [PDF]
Li H, Cui Y.
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General Perturbation Resilient Dynamic String-Averaging for Inconsistent Problems with Superiorization. [PDF]
Barshad K, Censor Y.
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Proximal MCMC for Bayesian Inference of Constrained and Regularized Estimation. [PDF]
Zhou X, Heng Q, Chi EC, Zhou H.
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On Convergence Properties of a Subgradient Method
Optimization Methods and Software, 2003In this article, we consider convergence properties of the normalized subgradient method which employs the stepsize rule based on a priori knowledge of the optimal value of the cost function. We show that the normalized subgradients possess additional information about the problem under consideration, which can be used for improving convergence rates ...
I V Konnov
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