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The AIMS Conference Series
Special Session 125: Analysis, Algorithms, and Applications of Neural Networks
Organizer(s): Juncai He , Xinliang Liu , Jinchao Xu
Parallel Session 15 :: Thursday, 12/19, 15:15-17:15
Capital Suite 9
15:15-15:45
Fei Wang
(Xi`an Jiaotong University, Peoples Rep of China)
Adaptive Growing Randomized Neural Networks for Solving Partial Differential Equations
16:15-16:45
Ruchi Guo
(Sichuan University, Peoples Rep of China)
Structure-conforming Operator Learning for Geometric Inverse Problems
16:45-17:15
Pengzhan Jin
(Peking University, Peoples Rep of China)
A deformation-based framework for learning solution mappings of PDEs defined on varying domains
Parallel Session 16 :: Thursday, 12/19, 17:30-19:30
Capital Suite 9
17:30-18:00
Yaoyu Zhang
(Shanghai Jiao Tong University, Peoples Rep of China)
Optimistic Sample Size Estimate for Deep Neural Networks
18:00-18:30
Yuwen Li
(Zhejiang University, Peoples Rep of China)
Entropy-based convergence rates of greedy algorithms
18:30-19:00
Boou Jiang
(The King Abdullah University of Science and Technology, Peoples Rep of China)
DualFL-CS: an accelerated, inexact, and parallel coordinate descent method for federated learning
Parallel Session 17 :: Friday, 12/20, 8:00-9:30
Capital Suite 9
8:00-8:30
Yongqiang Cai
(Beijing Normal University, Peoples Rep of China)
Neural network, dynamical system and formal language
8:30-9:00
Tong Mao
(King Abdullah University of Science and Technology, Saudi Arabia)
Expressivity and Approximation Properties of Deep Neural Networks with ReLUk Activation
9:00-9:30
Juncai He
(The King Abdullah University of Science and Technology, Saudi Arabia)
Neural Networks and Operators Based on Convolution and Multigrid Structure