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statistics group home toggle navigation stat group usc marshall home faculty students and postdocs seminars welcome to the stat group webpage we are a dynamic research group at the usc marshall business school the statistics group comprises 20 full time faculty working at the forefront of artificial intelligence and modern data science our work bridges theory and practice advancing the foundations of statistical machine learning optimization and decision making while addressing challenges arising from large scale high dimensional and complex data key research directions include statistical machine learning and inference theoretical understanding of deep learning uncertainty quantification causal inference privacy aware and responsible ai graphical and network models functional data analysis and predictive and conformal inference these methodological developments are closely tied to applications in economics finance marketing and other business disciplines positioning the group as a hub for both foundational research and impactful ai driven practice news apr 2026 yingying fan and adel javanmard receive the 2026 international congress of basic science icbs frontiers in science award oct 2025 zijun gao has been selected to present at the marshall assistant professor research day in fall 2025 sep 2025 tianmin xie attended the 14th symposium on conformal and probabilistic prediction with applications copa 2025 and received the best poster award for his recent work on conformal inference for open set and imbalanced classification sep 2025 jacob bien just received a new two year grant from the simons foundation sep 2025 matteo sesia has been invited to join the editorial board of the journal of the royal statistical society series b jrssb as an associate editor aug 2025 adel javanmard has been selected for the 2025 2026 marshall leadership fellows program see all news copy 2026 stat group usc marshall last updated january 2026 maintained by paromita dubey email paromita marshall usc edu office bri 401p