Can Foundation Models Wrangle Your Data?
Avanika NarayanInes ChamiLaurel J. OrrChristopher RéPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- data sets
- data collection
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- database
- raw data
- prior knowledge
- probability distribution
- small number
- experimental data
- data points
- data quality
- noisy data
- statistical methods
- data distribution
- sensor data
- learning models
- neural network
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- historical data
- high quality
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- website
- incomplete data
- predictive model
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- synthetic data
- probabilistic model
- data structure
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- feature selection
- machine learning