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The problem of finding large average submatrices of a real-valued matrix arises in the exploratory analysis of data from a variety of disciplines, ranging from genomics to social sciences. In this paper we provide a detailed asymptotic analysis of large average submatrices of an $$n \times n$$ n × n Gaussian random matrix. The first part of the paper addresses global maxima. For fixed k...
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