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» On the convergence of Hill's method
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JCP
2008
147views more  JCP 2008»
15 years 1 months ago
Analytical Valuation of Contingent Claims by Stochastic Interacting Systems for Stock Market
In the present paper, by applying the theory of stochastic processes and interacting particle systems and models, including stopping time theory and stochastic voter model, we mode...
Jun Wang, Qiuyuan Wang, Jiguang Shao
136
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CORR
2007
Springer
109views Education» more  CORR 2007»
15 years 1 months ago
Graph rigidity, Cyclic Belief Propagation and Point Pattern Matching
—A recent paper [1] proposed a provably optimal polynomial time method for performing near-isometric point pattern matching by means of exact probabilistic inference in a chordal...
Julian John McAuley, Tibério S. Caetano, Ma...
117
Voted
JMLR
2006
148views more  JMLR 2006»
15 years 1 months ago
Walk-Sums and Belief Propagation in Gaussian Graphical Models
We present a new framework based on walks in a graph for analysis and inference in Gaussian graphical models. The key idea is to decompose the correlation between each pair of var...
Dmitry M. Malioutov, Jason K. Johnson, Alan S. Wil...
102
Voted
JMLR
2006
132views more  JMLR 2006»
15 years 1 months ago
Accurate Error Bounds for the Eigenvalues of the Kernel Matrix
The eigenvalues of the kernel matrix play an important role in a number of kernel methods, in particular, in kernel principal component analysis. It is well known that the eigenva...
Mikio L. Braun
FSS
2007
117views more  FSS 2007»
15 years 1 months ago
Multiple regression with fuzzy data
In this paper, we propose an iterative algorithm for multiple regression with fuzzy variables.While using the standard least-squares criterion as a performance index, we pose the ...
Andrzej Bargiela, Witold Pedrycz, Tomoharu Nakashi...