Optimization Methods for Data Science and Machine Learning and AI

Speaker: Yinyu Ye

Abstract: The course emphasizes computational models/theories/algorithms for solving linear/nonlinear, convex/nonconvex, offline/online, and optimization/game problems, with applications risen from Data Science, Machine/Reinforcement/Deep Learning, LLM Training/Tunning/Managing, Business Analytics, and Operations Management.

Time:

• 2025.05.07., Wednesday, 09:30-12:30
• 2025.05.12., Monday, 09:30-12:30
• 2025.05.19., Monday, 09:30-12:30
• 2025.05.26., Monday, 09:30-12:30
• 2025.05.26., Monday, 14:00-17:00

Location: R810 (SIMIS), TencentMeeting, Bilibili (live), Wechat Channels (live). See the poster below

Coursewares

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