Short Courses

• Statistical and Algorithmic Foundations of Diffusion Models
• Beyond the ATE
• Statistical Foundations of Transfer Learning
• Optimization for Statistics
• Veridical Data Science in the Age of AI
• Deep Learning Methods in Advanced Statistical Problems

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Statistical and Algorithmic Foundations of Diffusion Models

Instructor: Yuxin Chen and Yuting Wei

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Beyond the ATE

Instructor: Ivan Diaz, Kara Rudolf, and Nick Williams

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Statistical Foundations of Transfer Learning

Instructor: Yang Feng

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Optimization for Statistics

Instructor: George Michailidis

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Veridical Data Science in the Age of AI

Instructor: Bin Yu, Tiffany Tang, and Chandan Singh

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Deep Learning Methods in Advanced Statistical Problems

Instructor: Hongtu Zhu, Xiao Wang, and Runpeng Dai