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Invited Session IS075

Statistical Learning for Large Foundation Models
Character Name Affiliation Title
Organizer Shurong Zheng Northeast Normal University
Chair Junxiong Jia Xi’an Jiaotong University
Speaker Junxiong Jia Xi’an Jiaotong University Learning Prediction Function of Prior Measures for Statistical Inverse Problems of Partial Differential Equations
Speaker Zenan Ling Huazhong University of Technology Advancements in Understanding Over-parameterized Deep Equilibrium Models: Bridging Theory and Practice
Speaker Jun Shu Xi’an Jiaotong University Simulation Learning Methodology: Theory, Algorithms, and Applications 
模拟学习方法论:理论,算法和应用
Speaker Ruoyu Sun The Chinese University of Hong Kong,Shenzhen Why Are Modern Neural Networks So Large? An Optimization Landscape Perspective
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