From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictive Performance.

Sebastian Jäger Felix Biessmann

Published in: AISTATS (2024)

Keyphrases

data cleaning
data imputation
missing values
tabular data
missing data
data integration
record linkage
data quality
disclosure risk
email
outlier detection
high dimensional data
database
text classification
differential privacy
search engine
data warehouse
text mining
nearest neighbor
decision trees
data sets