Explanation

Towards Complaint-driven ML Workflow Debugging

As the need for ML increases rapidly across all industry sectors, there is a significant interest in integrating model inference into critical decision making workflows. Debugging ML enabled workflows is very challenging since an unexpected workflow …

Complaint-driven Training Data Debugging for Query 2.0

As the need for machine learning (ML) increases rapidly across all industry sectors, there is a significant interest among commercial database providers to support "Query 2.0", which integrates model inference into SQL queries. Debugging Query 2.0 is …