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cs.LG2024
FairHome: A Fair Housing and Fair Lending Dataset
Anusha Bagalkotkar, Aveek Karmakar, Gabriel Arnson +1
We present a Fair Housing and Fair Lending dataset (FairHome): A dataset with around 75,000 examples across 9 protected categories. To the best of our knowledge, FairHome is the fi…
cs.LG2020★ 1 cited
Out-Of-Bag Anomaly Detection
Egor Klevak, Sangdi Lin, Andy Martin +2
Data anomalies are ubiquitous in real world datasets, and can have an adverse impact on machine learning (ML) systems, such as automated home valuation. Detecting anomalies could m…