Yuan Yang

Working Towards Explainable and Data-efficient Machine Learning Models via Symbolic Reasoning

In recent years, we have experienced the success of modern machine learning (ML) models. Many of them have led to unprecedented breakthroughs in a wide range of applications, such as AlphaGo beating a world champion human player or the introduction of autonomous vehicles.