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This paper introduces a Bayesian total least-squares (B-TLS) formulation to address the perturbed compressive sensing problem. Due to the presence of a nonconvex nonseparable penalty, applying the traditional alternating minimization method to this formulation poses mathematical and computational challenges. To mitigate this problem, we propose a Bayesian proximal alternating linearized minimization (BPALM) algorithm.
Exact Traveling Wave Solutions of the Generalized Fractional Differential mBBM Equation () Yuting Zhong, Renzhi Lu*, Heng Su School of Mathematics and Computing Science, Guilin University of Electronic Technology, Guilin, China.
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