Mixture Of Experts - What is the mixture of experts method?

One time-tested strategy for solving difficult predictive modeling problems is the Mixture-of-Experts technique, which entails specialising in different areas of expertise. This approach zeroes focused on certain subtasks rather than the whole dataset, as is common in ensemble scenarios where models are often trained separately and then integrated using weighted mean, majority voting, or simple averaging.