2 papers
cs.LG2022
ABCinML: Anticipatory Bias Correction in Machine Learning Applications
Abdulaziz A. Almuzaini, Chidansh A. Bhatt, David M. Pennock +1
The idealization of a static machine-learned model, trained once and deployed forever, is not practical. As input distributions change over time, the model will not only lose accur…
cs.LG2022
Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box Models
Abdulaziz A. Almuzaini, Vivek K. Singh
Sentiment detection is an important building block for multiple information retrieval tasks such as product recommendation, cyberbullying detection, and misinformation detection. U…