Developing statistical methods and scalable computational tools to uncover structure
Modern scientific research generates increasingly complex, high-dimensional datasets that demand innovative statistical methods and efficient computational tools. This presentation showcases our research group’s efforts to develop statistical methods and scalable computational tools that help researchers uncover meaningful patterns, explore hidden data structures, and extract scientific insight. By integrating statistics, machine learning (ML), artificial intelligence (AI),…