Direct estimation methods are techniques used to estimate quantities of interest in quantum systems by directly measuring observable properties without the need for extensive theoretical modeling. These methods are particularly useful in quantum kernel estimation, where they provide efficient ways to compute quantum state overlaps or similarities between data points in a feature space, allowing for the development of quantum algorithms that leverage these estimates for tasks like classification or regression.
congrats on reading the definition of Direct Estimation Methods. now let's actually learn it.