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副研究员
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马俊杰
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马俊杰,  副研究员

  • 研究方向:

    信号处理、优化算法与应用、高维统计推断
  • 代表作:

    1. Songbin Liu, and Junjie Ma. "Unifying AMP Algorithms for Rotationally-Invariant Models." arXiv preprint arXiv:2412.01574 (2024).
    
    2. Rishabh Dudeja, Songbin Liu, and Junjie Ma. "Optimality of approximate message passing algorithms for spiked matrix models with rotationally invariant noise." arXiv preprint arXiv:2405.18081 (2024).
    
    3. Junjie Ma, Ji Xu, and Arian Maleki. "Toward designing optimal sensing matrices for generalized linear inverse problems." IEEE Transactions on Information Theory 70.1 (2023): 482-508.
    
    4. Junjie Ma, Rishabh Dudeja, Ji Xu, Arian Maleki, Xiaodong Wang, Spectral Method for Phase Retrieval: an Expectation Propagation Perspective, IEEE Trans Inform. Theory, vol. 67, no. 2, pp. 1332-1355, Feb. 2021.
    
    5. Junjie Ma, Ji Xu and Arian Maleki, Optimization-based AMP for Phase Retrieval: The Impact of Initialization and ℓ2-regularization, IEEE Trans Inform. Theory, vol. 65, No. 6, June 2019.
  • 联系方式:

    办公室:中科院数学院科技综合楼318房间 电 话:0086-10-82541013 邮 箱:majunjie@lsec.cc.ac.cn