This $150,000 Project Grant awarded by the National Science Foundation's (NSF) Mathematical and Physical Sciences (CFDA 47.049) program will support research at the University of Illinois to develop scalable subsampling algorithms and provide theoretical guarantees for statistical inference on large-scale networks across scientific domains. The project aims to advance network analysis capabilities by addressing challenges in analyzing biological, social, and other large-scale network data. Planned activities include applying the new subsampling methods to study mindfulness-based therapies for disorders like tinnitus, providing opportunities for graduate and undergraduate student involvement, and making the research software freely available as open-source. The award, effective from Aug 15, 2024 through Jul 31, 2027, will enable the University to make significant contributions to advancing network analysis techniques and their application to real-world scientific problems.
Generated 3/4/25, 6:46 AM