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cs.LG2023
Explainable Disparity Compensation for Efficient Fair Ranking
Abraham Gale, Amélie Marian
Ranking functions that are used in decision systems often produce disparate results for different populations because of bias in the underlying data. Addressing, and compensating f…
cs.LG2018
Merging datasets through deep learning
Kavitha Srinivas, Abraham Gale, Julian Dolby
Merging datasets is a key operation for data analytics. A frequent requirement for merging is joining across columns that have different surface forms for the same entity (e.g., th…