Optimal Covariance Inflation under Gaussian Tilts

Minbo Gao, Zhengfeng Ji, Chenghua Liu

Covariance-sensitive analyses of Gaussian annealing for sampling from a convex body require controlling how much covariance can grow under a radial Gaussian tilt. For an isotropic…