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Dirk P Kroese
Dirk P Kroese
Professor of Mathematics and Statistics, The University of Queensland
Verified email at maths.uq.edu.au - Homepage
Title
Cited by
Cited by
Year
Simulation and the Monte Carlo method
RY Rubinstein, DP Kroese
John Wiley and Sons, 2017
105592017
A tutorial on the cross-entropy method
PT De Boer, DP Kroese, S Mannor, RY Rubinstein
Annals of operations research 134, 19-67, 2005
34242005
The cross-entropy method: a unified approach to combinatorial optimization, Monte-Carlo simulation and machine learning
RY Rubinstein, DP Kroese
Springer Science & Business Media, 2004
24022004
Kernel density estimation via diffusion
ZI Botev, JF Grotowski, DP Kroese
22572010
Handbook of Monte Carlo Methods
DP Kroese, T Taimre, ZI Botev
John Wiley and Sons, 2011
17472011
Why the Monte Carlo method is so important today
DP Kroese, T Brereton, T Taimre, ZI Botev
Wiley Interdisciplinary Reviews: Computational Statistics 6 (6), 386-392, 2014
10472014
The cross-entropy method for continuous multi-extremal optimization
DP Kroese, S Porotsky, RY Rubinstein
Methodology and Computing in Applied Probability 8, 383-407, 2006
3162006
The cross-entropy method for optimization
ZI Botev, DP Kroese, Rubinstein, R.Y, P L'Ecuyer
Handbook of Statistics: Machine Learning: Theory and Applications 31, 35, 2013
3022013
Spatial process simulation
DP Kroese, ZI Botev
Stochastic geometry, spatial statistics and random fields: Models and …, 2014
2022014
Application of the cross-entropy method to the buffer allocation problem in a simulation-based environment
G Alon, DP Kroese, T Raviv, RY Rubinstein
Annals of Operations Research 134, 137-151, 2005
2002005
Improved algorithms for rare event simulation with heavy tails
S Asmussen, DP Kroese
Advances in Applied Probability 38 (2), 545-558, 2006
1852006
Statistical Modeling and Computation
DP Kroese, JCC Chan
Springer, 2014
1742014
Monte carlo methods
DP Kroese, RY Rubinstein
Wiley Interdisciplinary Reviews: Computational Statistics 4 (1), 48-58, 2012
1712012
Convergence properties of the cross-entropy method for discrete optimization
A Costa, OD Jones, D Kroese
Operations Research Letters 35 (5), 573-580, 2007
1592007
Efficient Monte Carlo simulation via the generalized splitting method
ZI Botev, DP Kroese
Statistics and Computing 22, 1-16, 2012
1492012
The cross-entropy method for network reliability estimation
KP Hui, N Bean, M Kraetzl, DP Kroese
Annals of Operations Research 134, 101-118, 2005
1352005
An efficient algorithm for rare-event probability estimation, combinatorial optimization, and counting
ZI Botev, DP Kroese
Methodology and Computing in Applied Probability 10, 471-505, 2008
1132008
Data science and machine learning: mathematical and statistical methods
DP Kroese, Z Botev, T Taimre
Chapman and Hall/CRC, 2019
1112019
Efficient estimation of large portfolio loss probabilities in t--copula models
JCC Chan, DP Kroese
European Journal of Operational Research 205 (2), 361-367, 2010
1022010
Estimating the Number of st Paths in a Graph
B Roberts, DP Kroese
Journal of Graph Algorithms and Applications 11 (1), 195-214, 2007
1012007
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