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20182023
most citedZero-Shot Cost Models for Out-of-the-box Learned Cost Prediction

4 citations · 7 across the 4 of their papers we have counts for

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Showing 2021 · cs.DBShow all

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cs.DB2021

ReStore -- Neural Data Completion for Relational Databases

Benjamin Hilprecht, Carsten Binnig

Classical approaches for OLAP assume that the data of all tables is complete. However, in case of incomplete tables with missing tuples, classical approaches fail since the result…

cs.DB2021

One Model to Rule them All: Towards Zero-Shot Learning for Databases

Benjamin Hilprecht, Carsten Binnig

In this paper, we present our vision of so called zero-shot learning for databases which is a new learning approach for database components. Zero-shot learning for databases is ins…