The University of California, San Diego (UCSD) was awarded a $400,000 Project Grant by the National Science Foundation (NSF) Computer and Information Science and Engineering (CISE) Program. The 4-year grant, starting on May 1, 2024, will fund research to develop innovative privacy-preserving machine learning algorithms for graph-structured data, which has widespread applications in areas like communication theory, computational biology, and social sciences. The project aims to establish a framework for novel graph-learning methods that can efficiently update models without complete retraining while ensuring data privacy. The research will also provide cross-disciplinary training opportunities and broaden participation of underrepresented groups in STEM. No subawards are planned for this grant.
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