Sketched approximation of regularized canonical correlation analysis
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Publication:6096168
DOI10.1080/03610926.2022.2037644OpenAlexW4280585200MaRDI QIDQ6096168
Wang-li Xu, Jiamin Liu, Heng Lian, Hongmei Lin
Publication date: 11 September 2023
Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/03610926.2022.2037644
Cites Work
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- Sparse canonical correlation analysis
- Faster least squares approximation
- A fast randomized algorithm for the approximation of matrices
- Perturbation theory for linear operators.
- Finding frequent items in data streams
- Canonical correlation analysis between time series and static outcomes, with application to the spectral analysis of heart rate variability
- Randomized Sketches of Convex Programs With Sharp Guarantees
- Stable distributions, pseudorandom generators, embeddings, and data stream computation
- Optimal Subsampling for Large Sample Logistic Regression
- Information-Based Optimal Subdata Selection for Big Data Linear Regression
- RELATIONS BETWEEN TWO SETS OF VARIATES
- Optimal subsampling for quantile regression in big data
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