Topic Modeling, Topic Noise Modeling, Unsupervised Learning, Twitter Data, Text Data.
of k topics (four in Figure 1) that summarize the documents (far right). A topic is a set of related words. In Figure 1, we see that our example data set consists of books from the fantasy genre. We say that the domain of the data set is fantasy books. For the rest of these articles, we will be