32 citations · 121 across the 34 of their papers we have counts for
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math.ST2018
Principal components analysis of regularly varying functions
Piotr Kokoszka, Stilian Stoev, Qian Xiong
The paper is concerned with asymptotic properties of the principal components analysis of functional data. The currently available results assume the existence of the fourth moment…
math.ST2018★ 1 cited
Fundamental Limits of Exact Support Recovery in High Dimensions
Zheng Gao, Stilian Stoev
We study the support recovery problem for a high-dimensional signal observed with additive noise. With suitable parametrization of the signal sparsity and magnitude of its non-zero…