Modeling and mitigating human annotation errors to design efficient stream processing systems with human-in-the-loop machine learning

Rahul Pandey, Hemant Purohit, Carlos Castillo +1

High-quality human annotations are necessary for creating effective machine learning-driven stream processing systems. We study hybrid stream processing systems based on a Human-In…