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cs.DB2022
On Efficient Approximate Queries over Machine Learning Models
Dujian Ding, Sihem Amer-Yahia, Laks VS Lakshmanan
The question of answering queries over ML predictions has been gaining attention in the database community. This question is challenging because the cost of finding high quality an…
cs.LG2022
Guided Exploration of Data Summaries
Brit Youngmann, Sihem Amer-Yahia, Aurélien Personnaz
Data summarization is the process of producing interpretable and representative subsets of an input dataset. It is usually performed following a one-shot process with the purpose o…