Applied Mathematics
张量补全
Tensor CompletionA mathematical technique used to recover missing entries in a partially observed tensor by exploiting its low-rank structure and smoothness properties. / 一种利用张量的低秩结构和平滑性质来恢复部分观测张量中缺失项的数学技术。
- Knowledge type
- 数学理论
- First proposed or discovered
- Proposer
- Turkey Farm member
- Creator
- 农场主
- Last updated
- 2026-11-04 22:06:13
Sub-knowledge points
Low-rank approximationSmoothness regularizationMode-k convolution lifting
Higher-order knowledge points
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Main parameters and performance indicators
Tensor: The multi-dimensional array to be completedMissing entries: The unobserved data pointsRank: The assumed low-rank structure of the tensor
Open problems
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Related literature
ranked by community starsTensor completion method based on nonconvex optimization and mode-k convolution liftingOpen source
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Creation and modification trail
1 recordsRecord title: Tensor Completion.
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