Search Results - "accelerated proximal gradient algorithm"

An inexact continuation accelerated proximal gradient algorithm for low n-rank tensor recovery by Liu, Huihui, Song, Zhanjie

“… Furthermore, in order to solve the unconstrained nonsmooth convex optimization problem, an accelerated proximal gradient algorithm is proposed…”
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Identifying Heterogeneous Effect Using Latent Supervised Clustering With Adaptive Fusion by Chen, Jingxiang, Tran-Dinh, Quoc, Kosorok, Michael R., Liu, Yufeng

“… In particular, we formulate the problem as a regression problem with subject specific coefficients, and use adaptive fusion to cluster the coefficients into subpopulations…”
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Non-signal components minimization for sparse signal recovery by Xiang, Min, Zhang, Zhenyue

“… Additionally, an improved accelerated proximal gradient algorithm is provided to solve each non-signal components minimization problem penalized by the residual…”
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Machine Learning Techniques for Heterogeneous Data Sets by Chen, Jingxiang

“…Over the past few decades, machine learning tools are under rapid development in various application fields to support statistical decision making. In this…”
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