Dimension-free Bounds for Sum of Dependent Matrices and Operators with Heavy-Tailed Distribution

Shogo Nakakita, Pierre Alquier, Masaaki Imaizumi

We prove deviation inequalities for sums of high-dimensional random matrices and operators with dependence and {\rc heavy tails}. Estimation of high-dimensional matrices is a conce…