2023
DOI: 10.1609/aaai.v37i6.25929
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Reinforced Approximate Exploratory Data Analysis

Abstract: Exploratory data analytics (EDA) is a sequential decision making process where analysts choose subsequent queries that might lead to some interesting insights based on the previous queries and corresponding results. Data processing systems often execute the queries on samples to produce results with low latency. Different downsampling strategy preserves different statistics of the data and have different magnitude of latency reductions. The optimum choice of sampling strategy often depends on the particular co… Show more

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Cited by 3 publications
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