The Machine Learning Area at Microsoft Research Asia pushes the frontier of machine learning from the perspectives of theory, algorithms, and applications. Our research interests cover deep learning, ...

When a machine learning (ML) model exhibits poor quality (e.g., poor accuracy or fairness), the problem can often be traced back to errors in the training data. Being able to discover the data ...