2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.SE2026
GitHub Copilot and Developer Productivity: An Observational Dose-Response Analysis
Alex Heilman, Alex Kyllo, Emerson Murphy-Hill
Does GitHub Copilot (GHCP) make engineers more productive, or do the engineers who use it more differ from those who use it less? And even within a single engineer, are GHCP-heavy…
cs.LG2022★ 2 cited
Fairness in Federated Learning for Spatial-Temporal Applications
Afra Mashhadi, Alex Kyllo, Reza M. Parizi
Federated learning involves training statistical models over remote devices such as mobile phones while keeping data localized. Training in heterogeneous and potentially massive ne…
cs.LG2022
Privacy-Aware Human Mobility Prediction via Adversarial Networks
Yuting Zhan, Alex Kyllo, Afra Mashhadi +1
As various mobile devices and location-based services are increasingly developed in different smart city scenarios and applications, many unexpected privacy leakages have arisen du…