5 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.LG2026
Model Multiplicity and Predictive Arbitrariness in Recidivism Risk Assessment
Ashwin Singh, Carlos Castillo
Prediction tasks over individual futures, which are inherently noisy, often admit multiple similarly accurate models. When these models produce different predictions for the same i…
cs.CY2023★ 1 cited
Bound by the Bounty: Collaboratively Shaping Evaluation Processes for Queer AI Harms
Organizers of QueerInAI, Nathan Dennler, Anaelia Ovalle +11
Bias evaluation benchmarks and dataset and model documentation have emerged as central processes for assessing the biases and harms of artificial intelligence (AI) systems. However…
cs.CY2022★ 5 cited
Erasing Labor with Labor: Dark Patterns and Lockstep Behaviors on Google Play
Ashwin Singh, Arvindh Arun, Ayushi Jain +4
Google Play's policy forbids the use of incentivized installs, ratings, and reviews to manipulate the placement of apps. However, there still exist apps that incentivize installs f…