Learning a hyperplane classifier by minimizing an exact bound on the VC dimension

被引:0
|
作者
Jayadeva [1 ]
机构
[1] Department of Electrical Engineering, Indian Institute of Technology, Delhi, Hauz Khas, New Delhi,110016, India
关键词
34;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:683 / 689
相关论文
共 47 条
  • [21] MEASURING THE VC-DIMENSION OF A LEARNING-MACHINE
    VAPNIK, V
    LEVIN, E
    LECUN, Y
    NEURAL COMPUTATION, 1994, 6 (05) : 851 - 876
  • [22] VC-Dimension Based Generalization Bounds for Relational Learning
    Kuzelka, Ondrej
    Wang, Yuyi
    Schockaert, Steven
    MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2018, PT II, 2019, 11052 : 259 - 275
  • [23] Exact VC-dimension of Boolean monomials (vol 59, pg 19, 1996)
    Natschlager, T
    Schmitt, M
    INFORMATION PROCESSING LETTERS, 1996, 60 (02) : 107 - 107
  • [24] Analytic Exact Upper Bound for the Lyapunov Dimension of the Shimizu-Morioka System
    Leonov, Gennady A.
    Alexeeva, Tatyana A.
    Kuznetsov, Nikolay V.
    ENTROPY, 2015, 17 (07) : 5101 - 5116
  • [25] Face Recognition Classifier Based on Dimension Reduction in Deep Learning Properties
    Bilgic, Ahmet
    Kurban, Onur Can
    Yildirim, Tulay
    2017 25TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2017,
  • [26] A new abstract combinatorial dimension for exact learning via queries
    Balcázar, JL
    Castro, J
    Guijarro, D
    JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 2002, 64 (01) : 2 - 21
  • [27] PAC learnability versus VC dimension: a footnote to a basic result of statistical learning
    Pestov, Vladimir
    2011 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2011, : 1141 - 1145
  • [28] A VC-dimension-based Outer Bound on the Zero-Error Capacity of the Binary Adder Channel
    Ordentlich, Or
    Shayevitz, Ofer
    2015 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2015, : 2366 - 2370
  • [29] A performance bound of the multi-output extreme learning machine classifier
    Wang, Di
    Wang, Ping
    Shi, Junzhi
    MEMETIC COMPUTING, 2019, 11 (03) : 297 - 304
  • [30] A performance bound of the multi-output extreme learning machine classifier
    Di Wang
    Ping Wang
    Junzhi Shi
    Memetic Computing, 2019, 11 : 297 - 304