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» A Monte-Carlo AIXI Approximation
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KDD
2004
ACM
170views Data Mining» more  KDD 2004»
14 years 25 days ago
Estimating the size of the telephone universe: a Bayesian Mark-recapture approach
Mark-recapture models have for many years been used to estimate the unknown sizes of animal and bird populations. In this article we adapt a finite mixture mark-recapture model i...
David Poole
JC
2006
68views more  JC 2006»
13 years 7 months ago
Monte Carlo approximation of weakly singular integral operators
We study the randomized approximation of weakly singular integral operators. For a suitable class of kernels having a standard type of singularity and being otherwise of finite sm...
Stefan Heinrich
FOCS
1998
IEEE
13 years 11 months ago
Fast Monte-Carlo Algorithms for Finding Low-Rank Approximations
Alan M. Frieze, Ravi Kannan, Santosh Vempala
IJAR
2006
98views more  IJAR 2006»
13 years 7 months ago
A forward-backward Monte Carlo method for solving influence diagrams
Although influence diagrams are powerful tools for representing and solving complex decisionmaking problems, their evaluation may require an enormous computational effort and this...
Andrés Cano, Manuel Gómez, Seraf&iac...
WSC
2001
13 years 8 months ago
Monte Carlo simulation approach to stochastic programming
Various stochastic programmingproblemscan be formulated as problems of optimization of an expected value function. Quite often the corresponding expectation function cannot be com...
Alexander Shapiro