Subset Selection and Summarization in Sequential Data

Ehsan Elhamifar, M. Clara De Paolis Kaluza

Neural Information Processing Systems 

However, nearly all existing subset selection techniques ignore underlying dynamics of data and treat items independently, leading to incompatible sets of representatives.

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