Lingwei Cheng
YOU?
Author Swipe
View article: Algorithm-Assisted Decision Making and Racial Disparities in Housing: A Study of the Allegheny Housing Assessment Tool
Algorithm-Assisted Decision Making and Racial Disparities in Housing: A Study of the Allegheny Housing Assessment Tool Open
The demand for housing assistance across the United States far exceeds the supply, leaving housing providers the task of prioritizing clients for receipt of this limited resource. To be eligible for federal funding, local homelessness syst…
View article: Algorithm-Assisted Decision Making and Racial Disparities in Housing: A Study of the Allegheny Housing Assessment Tool
Algorithm-Assisted Decision Making and Racial Disparities in Housing: A Study of the Allegheny Housing Assessment Tool Open
The demand for housing assistance across the United States far exceeds the supply, leaving housing providers the task of prioritizing clients for receipt of this limited resource. To be eligible for federal funding, local homelessness syst…
View article: How Redundant are Redundant Encodings? Blindness in the Wild and Racial Disparity when Race is Unobserved
How Redundant are Redundant Encodings? Blindness in the Wild and Racial Disparity when Race is Unobserved Open
We address two emerging concerns in algorithmic fairness: (i) redundant encodings of race – the notion that machine learning models encode race with probability nearing one as the feature set grows – which is widely noted in theory, with l…
View article: Overcoming Algorithm Aversion: A Comparison between Process and Outcome Control
Overcoming Algorithm Aversion: A Comparison between Process and Outcome Control Open
Algorithm aversion occurs when humans are reluctant to use algorithms despite their superior performance. Studies show that giving users outcome control by providing agency over how models' predictions are incorporated into decision-making…
View article: Overcoming Algorithm Aversion: A Comparison between Process and Outcome Control
Overcoming Algorithm Aversion: A Comparison between Process and Outcome Control Open
Algorithm aversion occurs when humans are reluctant to use algorithms despite their superior performance. Studies show that giving users outcome control by providing agency over how models' predictions are incorporated into decision-making…
View article: Heterogeneity in Algorithm-Assisted Decision-Making: A Case Study in Child Abuse Hotline Screening
Heterogeneity in Algorithm-Assisted Decision-Making: A Case Study in Child Abuse Hotline Screening Open
Algorithmic risk assessment tools are now commonplace in public sector domains such as criminal justice and human services. These tools are intended to aid decision makers in systematically using rich and complex data captured in administr…
View article: Heterogeneity in Algorithm-Assisted Decision-Making: A Case Study in Child Abuse Hotline Screening
Heterogeneity in Algorithm-Assisted Decision-Making: A Case Study in Child Abuse Hotline Screening Open
Algorithmic risk assessment tools are now commonplace in public sector domains such as criminal justice and human services. These tools are intended to aid decision makers in systematically using rich and complex data captured in administr…