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Protected: Definition and Examples of Sparse Machine Learning with Atomic Norm

アルゴリズム:Algorithms

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2024.08.14 2023.05.24

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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スモールデータ幾何学: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 artificial intelligence atom set atomic norm Concrete Examples Definition digital transformation dirty model DX element-wise sparsity of vectors Frobenius norm group L1 norm group regularization with overlap group-wise sparsity higher-order tensor K-order tensor L1 error term L1 Norm low matrix rankness machine learning ML multitask learning nuclear norm nuclear norm of tensor outlier estimation robust principal component analysis robust statistics Sparse Machine Learning sum of atom sets trace norm unconstrained optimization problem

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