Topic Modeling, Topic Noise Modeling, Unsupervised Learning, Twitter Data, Text Data.
first document consists of a mixture of the green and blue topics, with some noise (purple), whereas the second consists of the yellow topic and some noise. If the noise words were in topics instead of their own distribution, we might classify these two documents as consisting of the same generic