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Towards Gaussian Process for operator learning: An uncertainty aware resolution independent operator learning algorithm for computational mechanics
Kumar, Sawan, Nayek, Rajdip, Chakraborty, Souvik
Published in Computer methods in applied mechanics and engineering (15.02.2025)
Published in Computer methods in applied mechanics and engineering (15.02.2025)
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Journal Article
Efficient Multi-Layer Stochastic Gradient Descent Algorithm for Federated Learning in E-health
Yu, Chong, Shen, Shuaiqi, Wang, Shiqiang, Zhang, Kuan, Zhao, Hai
Published in IEEE International Conference on Communications (2003) (16.05.2022)
Published in IEEE International Conference on Communications (2003) (16.05.2022)
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Conference Proceeding
Communication-Censored Distributed Stochastic Gradient Descent
Li, Weiyu, Wu, Zhaoxian, Chen, Tianyi, Li, Liping, Ling, Qing
Published in IEEE transaction on neural networks and learning systems (01.11.2022)
Published in IEEE transaction on neural networks and learning systems (01.11.2022)
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Journal Article
Online Identification of Nonlinear Systems With Separable Structure
Chen, Guang-Yong, Gan, Min, Chen, Long, Chen, C. L. Philip
Published in IEEE transaction on neural networks and learning systems (01.06.2024)
Published in IEEE transaction on neural networks and learning systems (01.06.2024)
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Journal Article
Stochastic Mirror Descent on Overparameterized Nonlinear Models
Azizan, Navid, Lale, Sahin, Hassibi, Babak
Published in IEEE transaction on neural networks and learning systems (01.12.2022)
Published in IEEE transaction on neural networks and learning systems (01.12.2022)
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Journal Article
Quantum Bayesian computation
Polson, Nick, Sokolov, Vadim, Xu, Jianeng
Published in Applied stochastic models in business and industry (01.11.2023)
Published in Applied stochastic models in business and industry (01.11.2023)
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Journal Article
Decentralized Federated Learning Algorithm Under Adversary Eavesdropping
Xu, Lei, Xu, Danya, Yi, Xinlei, Deng, Chao, Chai, Tianyou, Yang, Tao
Published in IEEE/CAA journal of automatica sinica (01.02.2025)
Published in IEEE/CAA journal of automatica sinica (01.02.2025)
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Journal Article