Machine Learning, Clustering, Expectation Maximization, Gaussian Mixture Model, Image Clustering.
is called a soft assignment. E step: In this step, we compute cluster responsibilities. Let rik represent responsibility of cluster k for data point i. You can assume responsibility as the probability of that data point ‘i’ belonging to the ‘k’ cluster. Since it’s a probability that means To know