5 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.LG2021
Toward a Fairness-Aware Scoring System for Algorithmic Decision-Making
Yi Yang, Ying Wu, Mei Li +2
Scoring systems, as a type of predictive model, have significant advantages in interpretability and transparency and facilitate quick decision-making. As such, scoring systems have…
stat.ML2020
Angle-Based Cost-Sensitive Multicategory Classification
Yi Yang, Yuxuan Guo, Xiangyu Chang
Many real-world classification problems come with costs which can vary for different types of misclassification. It is thus important to develop cost-sensitive classifiers which mi…
cs.CV2017★ 5 cited
Predicting Depression Severity by Multi-Modal Feature Engineering and Fusion
Aven Samareh, Yan Jin, Zhangyang Wang +2
We present our preliminary work to determine if patient's vocal acoustic, linguistic, and facial patterns could predict clinical ratings of depression severity, namely Patient Heal…