A note on the improved sparse Hanson-Wright inequalities

Guozheng Dai, Yiyun He, Ke Wang +1

We establish sparse Hanson-Wright inequalities for quadratic forms of sparse $\alpha$-sub-exponential random vectors with exponent parameter $\alpha \in (0,2]$. In the regime $0<\alpha \le 1$ we d…