scientific article; zbMATH DE number 7008332

zbMath1476.68226MaRDI QIDQ4614121

Kai-Yang Chiang, Cho-Jui Hsieh, Inderjit S. Dhillon

Publication date: 30 January 2019

Full work available at URL: http://jmlr.csail.mit.edu/papers/v19/17-112.html

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

matrix completionrobust PCAside informationlearning from missing and corrupted observationslow-rank matrix learning

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Estimation in multivariate analysis (62H12) Robustness and adaptive procedures (parametric inference) (62F35) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (3)

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Uses Software

• SVDFeature

Cites Work

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• Efficient Matrix Sensing Using Rank-1 Gaussian Measurements
• Robust principal component analysis?
• A Singular Value Thresholding Algorithm for Matrix Completion
• Rank-Sparsity Incoherence for Matrix Decomposition
• 10.1162/1532443041424300
• 10.1162/153244303321897690
• Robust PCA via Outlier Pursuit
• The Power of Convex Relaxation: Near-Optimal Matrix Completion
• A Simpler Approach to Matrix Completion
• Restricted strong convexity and weighted matrix completion: Optimal bounds with noise
• Learning Theory
• Low-rank matrix completion using alternating minimization
• Convergence of a block coordinate descent method for nondifferentiable minimization

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