TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes.
Aamod KhatiwadaHarsha KokelIbrahim AbdelazizSubhajit ChaudhuryJulian DolbyOktie HassanzadehZhenhan HuangTejaswini PedapatiHorst SamulowitzKavitha SrinivasPublished in: CoRR (2024)
Keyphrases
- data analysis
- raw data
- original data
- database
- decision trees
- prior knowledge
- data sources
- image data
- synthetic data
- data collection
- data processing
- data sets
- data mining techniques
- small number
- active learning
- data structure
- neural network
- data points
- data model
- input data
- training data
- statistical analysis
- high dimensional data
- website
- spatial data
- experimental data
- data distribution
- machine learning
- data objects
- complex data