3 citations · 4 across the 3 of their papers we have counts for
3 papers
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…
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…
A General Framework for Fairness in Multistakeholder Recommendations
Harshal A. Chaudhari, Sangdi Lin, Ondrej Linda
Contemporary recommender systems act as intermediaries on multi-sided platforms serving high utility recommendations from sellers to buyers. Such systems attempt to balance the obj…