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The last 5 uploaded publications
Constrained Optimization with Compressed Gradients: A Dynamical Systems Perspective
Zhaoyue Xia, Jun Du, Chunxiao Jiang, H Vincent Vincent Poort, Yong Ren (2024). Constrained Optimization with Compressed Gradients: A Dynamical Systems Perspective. , DOI: https://doi.org/10.48550/arxiv.2407.18469.
Preprint57 days agoConstrained Optimization With Low-Bit Gradients: A Dynamical Systems Perspective
Zhaoyue Xia, Jun Du, Chunxiao Jiang, H Vincent Vincent Poort, Yong Ren (2025). Constrained Optimization With Low-Bit Gradients: A Dynamical Systems Perspective. , 19(6), DOI: https://doi.org/10.1109/jstsp.2025.3590319.
Article57 days agoDistributed Subgradient Method With Random Quantization and Flexible Weights: Convergence Analysis
Zhaoyue Xia, Jun Du, Chunxiao Jiang, H Vincent Vincent Poort, Zhu Han, Yong Ren (2023). Distributed Subgradient Method With Random Quantization and Flexible Weights: Convergence Analysis. , 54(2), DOI: https://doi.org/10.1109/tcyb.2023.3336842.
Article57 days agoOn Inhomogeneous Infinite Products of Stochastic Matrices and Applications
Zhaoyue Xia, Jun Du, Chunxiao Jiang, H Vincent Vincent Poort, Zhu Han, Yong Ren (2024). On Inhomogeneous Infinite Products of Stochastic Matrices and Applications. , DOI: https://doi.org/10.48550/arxiv.2401.14612.
Preprint57 days agoOn Inhomogeneous Infinite Products of Stochastic Matrices and Their Applications
Zhaoyue Xia, Jun Du, Chunxiao Jiang, H Vincent Vincent Poort, Zhu Han, Yong Ren (2024). On Inhomogeneous Infinite Products of Stochastic Matrices and Their Applications. , 36(5), DOI: https://doi.org/10.1109/tnnls.2024.3437677.
Article57 days ago