368 citations · 538 across the 8 of their papers we have counts for
8 papers
Towards Fairness in Personalized Ads Using Impression Variance Aware Reinforcement Learning
Aditya Srinivas Timmaraju, Mehdi Mashayekhi, Mingliang Chen +9
Variances in ad impression outcomes across demographic groups are increasingly considered to be potentially indicative of algorithmic bias in personalized ads systems. While there…
A study of the limits of imaging capability due to water scattering effects in underwater ghost imaging
Yuliang Li, Mingliang Chen, Jinquan Qi +8
Underwater ghost imaging is an effective means of underwater detection. In this paper, a theoretical and experimental study of underwater ghost imaging is carried out by combining…
Transparency Tools for Fairness in AI (Luskin)
Mingliang Chen, Aria Shahverdi, Sarah Anderson +5
We propose new tools for policy-makers to use when assessing and correcting fairness and bias in AI algorithms. The three tools are: - A new definition of fairness called "controll…
Towards Threshold Invariant Fair Classification
Mingliang Chen, Min Wu
Effective machine learning models can automatically learn useful information from a large quantity of data and provide decisions in a high accuracy. These models may, however, lead…
Respiratory Rate Estimation from Face Videos
Mingliang Chen, Qiang Zhu, Harrison Zhang +2
Vital signs, such as heart rate (HR), heart rate variability (HRV), respiratory rate (RR), are important indicators for a person's health. Vital signs are traditionally measured wi…
3D Hand Pose Tracking and Estimation Using Stereo Matching
Jiawei Zhang, Jianbo Jiao, Mingliang Chen +3
3D hand pose tracking/estimation will be very important in the next generation of human-computer interaction. Most of the currently available algorithms rely on low-cost active dep…
An Efficient Coding Method for Coding Region-of-Interest Locations in AVS2
Mingliang Chen, Weiyao Lin, Xiaozhen Zheng
Region-of-Interest (ROI) location information in videos has many practical usages in video coding field, such as video content analysis and user experience improvement. Although RO…
Ghost imaging lidar via sparsity constraints
Chengqiang Zhao, Wenlin Gong, Mingliang Chen +4
For remote sensing, high-resolution imaging techniques are helpful to catch more characteristic information of the target. We extend pseudo-thermal light ghost imaging to the area…