35 citations · 154 across the 16 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.LG2021
Adaptive Data Debiasing through Bounded Exploration
Yifan Yang, Yang Liu, Parinaz Naghizadeh
Biases in existing datasets used to train algorithmic decision rules can raise ethical and economic concerns due to the resulting disparate treatment of different groups. We propos…
cs.SE2021★ 2 cited
A Systematic Assessment on Android Third-party Library Detection Tools
Xian Zhan, Tianming Liu, Yepang Liu +4
Third-party libraries (TPLs) have become a significant part of the Android ecosystem. Developers can employ various TPLs to facilitate their app development. Unfortunately, the pop…
cs.LG2021★ 3 cited
Model Transferability With Responsive Decision Subjects
Yatong Chen, Zeyu Tang, Kun Zhang +1
Given an algorithmic predictor that is accurate on some source population consisting of strategic human decision subjects, will it remain accurate if the population respond to it?…