Banach space representer theorems for neural networks and ridge splines

被引:0
|
作者
Parhi, Rahul [1 ]
Nowak, Robert D. [1 ]
机构
[1] Department of Electrical and Computer Engineering, University of Wisconsin-Madison, Madison,WI,53706, United States
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Inverse problems
引用
收藏
相关论文
共 50 条
  • [1] Banach Space Representer Theorems for Neural Networks and Ridge Splines
    Parhi, Rahul
    Nowak, Robert D.
    JOURNAL OF MACHINE LEARNING RESEARCH, 2021, 22
  • [2] Generalized representer theorems in Banach spaces
    Huang, Liren
    Liu, Chunguang
    Tan, Lulin
    Ye, Qi
    ANALYSIS AND APPLICATIONS, 2021, 19 (01) : 125 - 146
  • [3] Regularized learning in Banach spaces as an optimization problem: representer theorems
    Zhang, Haizhang
    Zhang, Jun
    JOURNAL OF GLOBAL OPTIMIZATION, 2012, 54 (02) : 235 - 250
  • [4] Regularized learning in Banach spaces as an optimization problem: representer theorems
    Haizhang Zhang
    Jun Zhang
    Journal of Global Optimization, 2012, 54 : 235 - 250
  • [5] Sparse Representer Theorems for Learning in Reproducing Kernel Banach Spaces
    Wang, Rui
    Xu, Yuesheng
    Yan, Mingsong
    JOURNAL OF MACHINE LEARNING RESEARCH, 2024, 25
  • [6] Approximate Representer Theorems in Non-reflexive Banach Spaces
    Schlegel, Kevin
    ALGORITHMIC LEARNING THEORY, VOL 117, 2020, 117 : 827 - 844
  • [7] A Representer Theorem for Deep Neural Networks
    Unser, Michael
    JOURNAL OF MACHINE LEARNING RESEARCH, 2019, 20
  • [8] A representer theorem for deep neural networks
    Unser, Michael
    Journal of Machine Learning Research, 2019, 20
  • [9] Representer Point Selection for Explaining Deep Neural Networks
    Yeh, Chih-Kuan
    Kim, Joon Sik
    Yen, Ian E. H.
    Ravikumar, Pradeep
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018), 2018, 31
  • [10] TWO-LAYER NEURAL NETWORKS WITH VALUES IN A BANACH SPACE
    Korolev, Yury
    SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 2022, 54 (06) : 6358 - 6389