261 citations · 576 across the 22 of their papers we have counts for
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Quentin Berthet, Philippe Rigollet
We perform a finite sample analysis of the detection levels for sparse principal components of a high-dimensional covariance matrix. Our minimax optimal test is based on a sparse e…