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Protected: Sparse Machine Learning with Overlapping Sparse Regularization

アルゴリズム:Algorithms

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2024.08.14 2023.05.04

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アルゴリズム:Algorithms グラフ理論スパースモデリングスパースモデリング幾何学:Geometry 微分積分:Calculus 最適化:Optimization 機械学習:Machine Learning 確率・統計:Probability and Statistics 線形代数:Linear Algebra

AI Alternating Direction Multiplier method alternating multiplier method anisotropic total variation artificial intelligence auxiliary variables compressed sensing constrained minimization problem convex relaxation digital transformation Dual Norm Dual Problem DX Elastic Net Regularization elastic nets Extended Lagrangian Function extended Lagrangian method factor matrix decomposition group L1 norm with overlap higher order singular value decomposition Lagrangian multiplier vector linear constraints machine learning Main problem ML Moreau's theorem multiple linear ranks of tensors noise division overlapping sparse regularization penalty terms prox operator redundant trace norm regularization method relative dual gap singular value decomposition Sparse Machine Learning stopping condition substitution matrix tensor decomposition total variation Tucker Decomposition wavelet transform

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