Optimality of the rates in Theorem 4

Let the rates of convergence be those established in Theorem 4 for adaptive estimation of densities under the stated assumptions.

Optimality conjecture. The rates found in Theorem 4 are optimal.

This asserts that the theorem's rates cannot be improved under the corresponding assumptions. The supplied text gives no evidence establishing or refuting this assertion, so its resolution remains unclear.