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Federated X-Armed Bandit



Wenjie Li , Qifan Song , Jean Honorio , Guang Lin


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2-d signature of images and texture classification



Sheng Zhang , Guang Lin , Samy Tindel


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RMFGP: Rotated Multi-fidelity Gaussian process with Dimension Reduction for High-dimensional Uncertainty Quantification



Jiahao Zhang , Shiqi Zhang , Guang Lin


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MultiAuto-DeepONet: A Multi-resolution Autoencoder DeepONet for Nonlinear Dimension Reduction, Uncertainty Quantification and Operator Learning of Forward and Inverse Stochastic Problems



Jiahao Zhang , Shiqi Zhang , Guang Lin


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PAGP: A physics-assisted Gaussian process framework with active learning for forward and inverse problems of partial differential equations



Jiahao Zhang , Shiqi Zhang , Guang Lin


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Federated Online Sparse Decision Making



Chi-Hua Wang , Wenjie Li , Guang Cheng , Guang Lin

* This paper has been withdrawn by the author due to a revision decision 

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Interacting Contour Stochastic Gradient Langevin Dynamics



Wei Deng , Siqi Liang , Botao Hao , Guang Lin , Faming Liang

* ICLR 2022 

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DeepONet-Grid-UQ: A Trustworthy Deep Operator Framework for Predicting the Power Grid's Post-Fault Trajectories



Christian Moya , Shiqi Zhang , Meng Yue , Guang Lin


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glassoformer: a query-sparse transformer for post-fault power grid voltage prediction



Yunling Zheng , Carson Hu , Guang Lin , Meng Yue , Bao Wang , Jack Xin


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