Extending Monte Carlo Methods to Factor Graphs with Negative and Complex Factors

被引：0
|
作者：
Molkaraie, Mehdi [1 ]
Loeliger, Hans-Andrea [1 ]
机构：
[1] ETH, Dept Informat Technol & Elect Engn, CH-8092 Zurich, Switzerland
来源：
2012 IEEE INFORMATION THEORY WORKSHOP (ITW) | 2012年
关键词：
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The partition function of a factor graph can sometimes be accurately estimated by Monte Carlo methods. In this paper, such methods are extended to factor graphs with negative and complex factors.
引用
收藏
页码：362 / 366
页数：5
相关论文
共 50 条
  • [41] Clock Monte Carlo methods
    Michel, Manon
    Tan, Xiaojun
    Deng, Youjin
    PHYSICAL REVIEW E, 2019, 99 (01):
  • [42] Introduction to Monte Carlo methods
    Mackay, DJC
    LEARNING IN GRAPHICAL MODELS, 1998, 89 : 175 - 204
  • [43] Multilevel Monte Carlo methods
    Giles, Michael B.
    ACTA NUMERICA, 2015, 24 : 259 - 328
  • [44] Optimized Monte Carlo methods
    Marinari, E
    ADVANCES IN COMPUTER SIMULATION, 1998, 501 : 50 - 81
  • [45] An introduction to Monte Carlo methods
    Walter, J. -C.
    Barkema, G. T.
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2015, 418 : 78 - 87
  • [46] Monte-Carlo methods
    Pontikis, V
    THERMODYNAMICS, MICROSTRUCTURES AND PLASTICITY, 2003, 108 : 377 - 392
  • [47] Monte Carlo methods in stereovision
    Sénégas, J
    Schmitt, M
    Nonin, P
    PROCEEDINGS OF THE 6TH JOINT CONFERENCE ON INFORMATION SCIENCES, 2002, : 885 - 889
  • [48] Multilevel Monte Carlo methods
    Heinrich, S
    LARGE-SCALE SCIENTIFIC COMPUTING, 2001, 2179 : 58 - 67
  • [49] MATHEMATICAL BASIS OF MONTE CARLO AND QUASI-MONTE CARLO METHODS
    ZAREMBA, SK
    SIAM REVIEW, 1968, 10 (03) : 303 - &
  • [50] Searching for rare growth factors using multicanonical Monte Carlo methods
    Driscoll, Tobin A.
    Maki, Kara L.
    SIAM REVIEW, 2007, 49 (04) : 673 - 692
12345