Research studies

Welcome to our study participation hub!

We invite you to explore current research studies and opportunities to get involved. Whether you're a participant interested in contributing to research or a researcher seeking study details, this is your go-to source.

Here, you'll find active calls for participants, information about ongoing studies, and how your involvement can make a difference. Join us in advancing research through collaboration and participation!

Issues in Deployed Machine Learning Systems

Are you facing challenges with Machine Learning (ML) systems in production? Share your experiences and insights in our survey! Your valuable input will help us understand runtime requirements violations, mitigation strategies, and monitoring challenges in systems with ML componentsSome examples of runtime requirements violations include performance degradation, latency exceedance, privacy violations, fairness violations, etc.If you are a practitioner working with ML-based systems, we invite you to consider answering our survey. This should take no more than 20 minutes of your valuable time.