3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2023
Same Same, But Different: Conditional Multi-Task Learning for Demographic-Specific Toxicity Detection
Soumyajit Gupta, Sooyong Lee, Maria De-Arteaga +1
Algorithmic bias often arises as a result of differential subgroup validity, in which predictive relationships vary across groups. For example, in toxic language detection, comment…
cs.LG2016★ 3 cited
Higher Order Mutual Information Approximation for Feature Selection
Jilin Wu, Soumyajit Gupta, Chandrajit Bajaj
Feature selection is a process of choosing a subset of relevant features so that the quality of prediction models can be improved. An extensive body of work exists on information-t…