Machine Learning (ML) generated home value estimates, such as Zillow's Zestimate and Redfin Estimate, are gaining attention. They are usually marketed as free to use algorithmic prices designed to increase transparency in housing markets. While these estimates are shown to be reasonably accurate...

There is sufficient empirical evidence that some groups, e.g., females, are less likely to see advertisements related to economic opportunities, such as employment ads or education degree program ads. More importantly, such biases in advertisements may not be due to any deliberate discrimination...

There is sufficient empirical evidence that some groups, e.g., females, are less likely to see advertisements related to economic opportunities, such as employment ads or education degree program ads. More importantly, such biases in advertisements may not be due to any deliberate discrimination...

Reputation systems play a central role in a variety of marketplaces to eliminate information asymmetry between sellers and buyers. Despite their crucial role, the design of reputation systems remains a complicated issue. Some platforms try to disclose as much product information as possible...