Data Representation and Compression Using Linear-Programming Approximations

Hristo S. Paskov, John C. Mitchell, Trevor J. Hastie

We propose `Dracula', a new framework for unsupervised feature selection from sequential data such as text. Dracula learns a dictionary of $n$-grams that efficiently compresses a g…