Neural Network based Explicit Mixture Models and Expectation-maximization based Learning

被引：0
|
作者：
Liu, Dong [1 ]
Vu, Minh Thanh [1 ]
Chatterjee, Saikat [1 ]
Rasmussen, Lars K. [1 ]
机构：
[1] KTH Royal Institute of Technology, School of Electrical Engineering and Computer Science, Stockholm, Sweden
来源：
Proceedings of the International Joint Conference on Neural Networks | 2020年
关键词：
Compendex;
D O I：
9207086
中图分类号：
学科分类号：
摘要：
Efficiency
引用
收藏
相关论文
共 50 条
  • [31] Accelerated distributed expectation-maximization algorithms for the parameter estimation in multivariate Gaussian mixture models
    Guo, Guangbao
    Wang, Qian
    Allison, James
    Qian, Guoqi
    [J]. Applied Mathematical Modelling, 2025, 137
  • [32] Finite mixture models and stochastic expectation-maximization for SAR amplitude probability density function estimation based on a dictionary of parametric families
    Moser, G
    Zerubia, J
    Serpico, SB
    [J]. IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7: SCIENCE FOR SOCIETY: EXPLORING AND MANAGING A CHANGING PLANET, 2004, : 1510 - 1513
  • [33] Distributed online expectation-maximization algorithm for Poisson mixture model
    Wang, Qian
    Guo, Guangbao
    Qian, Guoqi
    Jiang, Xuejun
    [J]. APPLIED MATHEMATICAL MODELLING, 2023, 124 : 734 - 748
  • [34] Model-Based Expectation-Maximization Source Separation and Localization
    Mandel, Michael I.
    Weiss, Ron J.
    Ellis, Daniel P. W.
    [J]. IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2010, 18 (02): : 382 - 394
  • [35] Adaptive Cubature Kalman Filter Based on the Expectation-Maximization Algorithm
    Zhou, Weidong
    Liu, Lu
    [J]. IEEE ACCESS, 2019, 7 : 158198 - 158206
  • [36] INVERSE REINFORCEMENT LEARNING USING EXPECTATION MAXIMIZATION IN MIXTURE MODELS
    Hahn, Juergen
    Zoubir, Abdelhak M.
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP), 2015, : 3721 - 3725
  • [37] Expectation-Maximization Gaussian-Mixture Approximate Message Passing
    Vila, Jeremy P.
    Schniter, Philip
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 61 (19) : 4658 - 4672
  • [38] Revisiting ML determination in Taiwan based on the expectation-maximization algorithm
    Ting-Chung Huang
    Yih-Min Wu
    [J]. Journal of Seismology, 2021, 25 : 1077 - 1087
  • [39] A survey on joint tracking using expectation-maximization based techniques
    Lan, Hua
    Wang, Xuezhi
    Pan, Quan
    Yang, Feng
    Wang, Zengfu
    Liang, Yan
    [J]. INFORMATION FUSION, 2016, 30 : 52 - 68
  • [40] Revisiting ML determination in Taiwan based on the expectation-maximization algorithm
    Huang, Ting-Chung
    Wu, Yih-Min
    [J]. JOURNAL OF SEISMOLOGY, 2021, 25 (04) : 1077 - 1087
12345