We are committed to uncovering data-centric solutions to complex, real-world challenges by harnessing the power of artificial intelligence. Our research areas span a multitude of problem levels, ranging from application-based solutions such as social network analysis, recommender systems, and anomaly detection, to theoretical constructs within machine learning and probabilistic inference.