Sparse Hanson-Wright Inequalities with Applications

Yiyun He, Ke Wang, Yizhe Zhu

We derive new Hanson-Wright-type inequalities tailored to the quadratic forms of random vectors with sparse independent components. Specifically, we consider cases where the compon…