Our research group focuses on developing data-driven decision-making techniques to extract valuable knowledge from data. We strive to develop fast, effective and scalable data analysis and machine learning algorithms, with a particular emphasis on descriptive, predictive, and prescriptive analytics of large-scale data. Our research is motivated by fundamental questions and emerging challenges in data science, and we aim to provide innovative solutions that have a positive impact on society.
We pride ourselves on being a highly collaborative and interdisciplinary research group that actively seeks out partnerships with industry and other academic institutions. We place great emphasis on building and deploying prototypes, and we experimentally validate our research ideas. Our goal is to translate our research findings into practical applications that benefit society and advance the field of data science.