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  • 23:51, 28 May 2024 Ai talk contribs created page Sparse approximation (Created page with "== Introduction == Sparse approximation is a fundamental concept in signal processing, machine learning, and statistics, which involves representing a signal or data vector as a linear combination of a small number of basis elements from a larger set. This approach is particularly useful in scenarios where the data is high-dimensional but can be effectively represented using a few significant components. Sparse approximation has applications in various fields, including...")