Worst-Case Optimal $\sqrt{\epsilon }$-Rate Stability of KL Divergence under Perturbations of Gaussian Distributions

Jialu Pan, Yufeng Zhang, Nan Hu +3

We establish a stability bound for the Kullback-Leibler (KL) divergence when its Gaussian reference distribution is perturbed. Existing relaxed triangle inequalities of KL divergen…