Fall 2025
Fall 2025 IDEAL Special Program on High Dimensional and Complex Data Analysis
High-dimensional data analysis has been an active area of research for decades. Its role in the context of modern big data is even more significant. The advancements of new technologies in genetics, social science, economics, and other areas bring us data sets of new types, from which many new challenges emerge. This special program will bring together researchers from diverse disciplines to explore several research directions including (1) understanding dependence in high-dimensional data sets, (2) establishing mathematical foundations, (3) detecting new complex structures, and (4) quantifying uncertainties under constraints.
Organizers
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- Chao Gao (Chicago Stats)
- Kostya Makarychev (Northwestern CS)
- Miki Racz (Northwestern Statistics / CS)
- Yury Makarychev (TTIC CS)
- Aravindan Vijayaraghavan
Graduate Courses
TBA
Workshops
- TBA