Optimal scaling and curvature correction for constrained MCMC on spheres

Nayef Shkeir, Tobias Grafke

Sampling Gaussian measures restricted to nonlinear manifolds in high dimensions requires a proposal kernel that respects both geometric constraints and dimensional scaling requirem…