K Kulkarani Kavana

Learning from Sequences: A Review of Machine Learning and Deep Learning for Text, Speech, Behavioural, Financial and Genomic Data

Much of the data that matter in computing arrive as sequences: the words a user types, the sounds of a language, the purchases in a basket, the daily prices of a stock and the bases of a genome. In each case, the meaning of an element depends on the elements around it. Methods for such data have moved from frequency co...