Optimal scaling of the Random Walk Metropolis algorithm under Lp mean differentiability

Alain Durmus, Sylvain Le Corff, Eric Moulines +1

This paper considers the optimal scaling problem for high-dimensional random walk Metropolis algorithms for densities which are differentiable in Lp mean but which may be irregular…