Browsing Department of Computer Science and Engineering by Author "Ghaderi, Faezeh"
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ApproxML: Efficient Approximate Ad-Hoc ML Models Through Materialization and Reuse
Ghaderi, Faezeh; 0000-0002-4275-5247 (2019-12-10)Machine Learning (ML) has become an essential tool in answering complex predictive analytic queries. Model building for large scale datasets is one of the most time-consuming parts of the data science pipeline. Often data ...