Invited Session IS075
Statistical Learning for Large Foundation Models |
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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 |