Groups
Rejection sampling draws from a hard target distribution by using an easier proposal and accepting with probability p(x)/(M q(x)).
Importance sampling rewrites an expectation under a hard-to-sample distribution p as an expectation under an easier distribution q, multiplied by a weight w = p/q.