Enhancing Nonlinear Subspace Identification Using Sparse Bayesian Learning with Spike and Slab Priors

被引:0
|
作者
Rui Zhu
Sufang Chen
Dong Jiang
Shitao Xie
Lei Ma
Stefano Marchesiello
Dario Anastasio
机构
[1] Technical University of Munich,School of Civil and Transportation Engineering
[2] Southeast University Chengxian College,School of Mechanical and Electronic Engineering
[3] Nanjing Forestry University,Dipartimento Di Ingegneria Meccanica Ed Aerospaziale
[4] Shanghai Institute of Spacecraft Equipment,undefined
[5] Politecnico Di Torino,undefined
关键词
Nonlinear system identification; Model selection; Negative stiffness oscillator; Friction;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:3021 / 3031
页数:10
相关论文
共 50 条
  • [1] Enhancing Nonlinear Subspace Identification Using Sparse Bayesian Learning with Spike and Slab Priors
    Zhu, Rui
    Chen, Sufang
    Jiang, Dong
    Xie, Shitao
    Ma, Lei
    Marchesiello, Stefano
    Anastasio, Dario
    JOURNAL OF VIBRATION ENGINEERING & TECHNOLOGIES, 2024, 12 (03) : 3021 - 3031
  • [2] Online Bayesian Sparse Learning with Spike and Slab Priors
    Fang, Shikai
    Zhe, Shandian
    Lee, Kuang-chih
    Zhang, Kai
    Neville, Jennifer
    20TH IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM 2020), 2020, : 142 - 151
  • [3] HIERARCHICAL SPARSE MODELING USING SPIKE AND SLAB PRIORS
    Suo, Yuanming
    Minh Dao
    Trac Tran
    Srinivas, Umamahesh
    Monga, Vishal
    2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 3103 - 3107
  • [4] Spike-and-Slab Shrinkage Priors for Structurally Sparse Bayesian Neural Networks
    Jantre, Sanket
    Bhattacharya, Shrijita
    Maiti, Tapabrata
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024,
  • [5] On spike-and-slab priors for Bayesian equation discovery of nonlinear dynamical systems via sparse linear regression
    Nayek, R.
    Fuentes, R.
    Worden, K.
    Cross, E. J.
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2021, 161
  • [6] Bayesian Inference for Structured Spike and Slab Priors
    Andersen, Michael Riis
    Winther, Ole
    Hansen, Lars Kai
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 27 (NIPS 2014), 2014, 27
  • [7] Identification of nonlinear sparse networks using sparse Bayesian learning
    Jin, Junyang
    Yuan, Ye
    Pan, Wei
    Tomlin, Claire
    Webb, Alex A.
    Goncalves, Jorge
    2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2017,
  • [8] Comparing Spike and Slab Priors for Bayesian Variable Selection
    Malsiner-Walli, Gertraud
    Wagner, Helga
    AUSTRIAN JOURNAL OF STATISTICS, 2011, 40 (04) : 241 - 264
  • [9] A sparse Bayesian approach to model structure selection and parameter estimation of dynamical systems using spike-and-slab priors
    Nayek, R.
    Worden, K.
    Cross, E. J.
    Fuentes, R.
    PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2020) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2020), 2020, : 3639 - 3653
  • [10] Sparse Bayesian Learning Using Adaptive LASSO Priors
    Bai Z.-L.
    Shi L.-M.
    Sun J.-W.
    Zidonghua Xuebao/Acta Automatica Sinica, 2022, 48 (05): : 1193 - 1208