The workshop "H2O: Higher-Order pattern-discovery in High-dimensional data " is a two-day event designed to forge new connections across three distinct fields of modern statistical research: topological data analysis (TDA), time-series analysis (TSA), and high-dimensional statistics (HDS). At the