Sharp Variable Selection of a Sparse Submatrix in a High-Dimensional Noisy Matrix

Cristina Butucea, Yuri I. Ingster, Irina Suslina

We observe a $N\times M$ matrix of independent, identically distributed Gaussian random variables which are centered except for elements of some submatrix of size $n\times m$ where…