Probabilistic clustering
	Basic questions • what’s the probability that a point x is in cluster m? • what’s the shape of each cluster? K-means doesn’t answer these questions Basic idea • instead of treating the data as a bunch of points, assume that they are all generated by sampling a continuous function • This function is called a generative model – defined by a vector of parameters θ