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Computing the first few singular vectors of a large matrix is a problem that frequently comes up in statistics and numerical analysis. Given the presence of noise, an exact calculation is hard to achieve, and the following problem is of importance:
How much does a small perturbation to the matrix change the singular vectors?
Answering this question, classical theorems, such as those of Davis‐Kahan...
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