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Spectral Clustering via Orthogonalization-Free Methods


May 16, 2023
Qiyuan Pang, Haizhao Yang

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Nearly Optimal VC-Dimension and Pseudo-Dimension Bounds for Deep Neural Network Derivatives


May 15, 2023
Yahong Yang, Haizhao Yang, Yang Xiang

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Finite Expression Methods for Discovering Physical Laws from Data


May 15, 2023
Zhongyi Jiang, Chunmei Wang, Haizhao Yang

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Convergence Analysis of the Deep Galerkin Method for Weak Solutions


Feb 05, 2023
Yuling Jiao, Yanming Lai, Yang Wang, Haizhao Yang, Yunfei Yang

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* arXiv admin note: substantial text overlap with arXiv:2107.14478 

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Deep Operator Learning Lessens the Curse of Dimensionality for PDEs


Jan 28, 2023
Ke Chen, Chunmei Wang, Haizhao Yang

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A Distributed Block Chebyshev-Davidson Algorithm for Parallel Spectral Clustering


Dec 08, 2022
Qiyuan Pang, Haizhao Yang

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What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning?


Dec 07, 2022
Songyang Han, Sanbao Su, Sihong He, Shuo Han, Haizhao Yang, Fei Miao

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Accelerating Numerical Solvers for Large-Scale Simulation of Dynamical System via NeurVec


Aug 07, 2022
Zhongzhan Huang, Senwei Liang, Hong Zhang, Haizhao Yang, Liang Lin

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* Technical report 

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The Lottery Ticket Hypothesis for Self-attention in Convolutional Neural Network


Jul 16, 2022
Zhongzhan Huang, Senwei Liang, Mingfu Liang, Wei He, Haizhao Yang, Liang Lin

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* Technical report. arXiv admin note: text overlap with arXiv:2011.14058 

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Finite Expression Method for Solving High-Dimensional Partial Differential Equations


Jun 21, 2022
Senwei Liang, Haizhao Yang

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