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Locality-aware and Fault-tolerant Batching for Machine Learning on Distributed Datasets Journal article
Liu, Liu, Ding, Zhijun, Cheng, Dazhao, Zhou, Xiaobo. Locality-aware and Fault-tolerant Batching for Machine Learning on Distributed Datasets[J]. IEEE Transactions on Cloud Computing, 2024, 12(2), 370-387.
Authors:  Liu, Liu;  Ding, Zhijun;  Cheng, Dazhao;  Zhou, Xiaobo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.3/4.6 | Submit date：2024/05/16
Adaptation Models  Byzantine Gradient  Computational Modeling  Data Models  Distributed Databases  Distributed Dataset  Graphics Processing Units  Load Management  Machine Learning Training  Straggler  Training  
Robust Matrix Factorization via Minimum Weighted Error Entropy Criterion Journal article
Li, Yuanman, Zhou, Jiantao, Chen, Junyang, Tian, Jinyu, Dong, Li, Li, Xia. Robust Matrix Factorization via Minimum Weighted Error Entropy Criterion[J]. IEEE Transactions on Computational Social Systems, 2022, 9(6), 1830-1841.
Authors:  Li, Yuanman;  Zhou, Jiantao;  Chen, Junyang;  Tian, Jinyu;  Dong, Li; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:4.5/4.6 | Submit date：2022/05/13
Data Models  Distributed Databases  Entropy  Gaussian Noise  Information-theoretic Learning (Itl)  Laplace Equations  Noise Of Social Data  Optimization  Robustness  Robustness Of Social Systems  Surveillance Video Modeling.