8 Jun 2019
This paper presents an explanation of submodular selection, an overview of the features in apricot, and an application to several data sets.
24 Jan 2019
In data summarization we want to choose $k$ prototypes in order to summarize a data set.
Structured data summarization involves generation of natural language summaries from structured input data.
Sampling methods that choose a subset of the data proportional to its diversity in the feature space are popular for data summarization.