Dirk P Kroese

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Zdravko BotevUNSW SydneyVerified email at unsw.edu.au
Thomas TaimreSenior Lecturer of Mathematics and Statistics, The University of QueenslandVerified email at uq.edu.au
Joshua ChanProfessor of Economics, Purdue UniversityVerified email at purdue.edu
Tim BreretonPost doc, Institut für Stochastik, Universität UlmVerified email at uni-ulm.de
Volker SchmidtUlm University, Institute of StochasticsVerified email at uni-ulm.de
Pieter-Tjerk de BoerAssociate professor, University of TwenteVerified email at utwente.nl
Shie MannorProfessor of Electrical Engineering @ Technion & Researcher @ NvidiaVerified email at technion.ac.il
Jonathan KeithMonash UniversityVerified email at monash.edu
Joseph GrotowskiProfessor of Mathematics, The University of QueenslandVerified email at maths.uq.edu.au
Werner ScheinhardtAssistant professor, University of TwenteVerified email at utwente.nl
Georgy SofronovAssociate Professor, School of Mathematical and Physical Sciences, Macquarie University, SydneyVerified email at mq.edu.au
Qibin DuanSchool of Mathematical Sciences, Queensland University of TechnologyVerified email at qut.edu.au
Pierre L'EcuyerProfessor, DIRO, University of MontrealVerified email at iro.umontreal.ca
Radislav (Slava) VaismanSchool of Mathematics and Physics The University of QueenslandVerified email at uq.edu.au
Søren AsmussenProfessor at Department of Mathematics, Aarhus UniversityVerified email at imf.au.dk
Hanna KurniawatiAustralian National UniversityVerified email at anu.edu.au
Sarat Babu MokaLecturer, The University of New South WalesVerified email at unsw.edu.au
Bean, NigelUniversity of AdelaideVerified email at adelaide.edu.au
Peter W. GlynnProfessor of Management Science and EngineeringVerified email at stanford.edu
Björn BaumeierEindhoven University of TechnologyVerified email at tue.nl

Dirk P Kroese

Professor of Mathematics and Statistics, The University of Queensland

Verified email at maths.uq.edu.au - Homepage

Cross-entropy Method Monte Carlo Methods Simulation Computational Statistics Randomized Optimization


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Simulation and the Monte Carlo method RY Rubinstein, DP Kroese John Wiley and Sons, 2017	10769	2017
A tutorial on the cross-entropy method PT De Boer, DP Kroese, S Mannor, RY Rubinstein Annals of operations research 134, 19-67, 2005	3598	2005
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	2456	2004
Kernel density estimation via diffusion ZI Botev, JF Grotowski, DP Kroese	2315	2010
Handbook of Monte Carlo Methods DP Kroese, T Taimre, ZI Botev John Wiley and Sons, 2011	1806	2011
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	1115	2014
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	322	2006
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	320	2013
Spatial process simulation DP Kroese, ZI Botev Stochastic geometry, spatial statistics and random fields: Models and …, 2014	209	2014
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	199	2005
Improved algorithms for rare event simulation with heavy tails S Asmussen, DP Kroese Advances in Applied Probability 38 (2), 545-558, 2006	187	2006
Monte carlo methods DP Kroese, RY Rubinstein Wiley Interdisciplinary Reviews: Computational Statistics 4 (1), 48-58, 2012	181	2012
Statistical Modeling and Computation DP Kroese, JCC Chan Springer, 2014	178*	2014
Convergence properties of the cross-entropy method for discrete optimization A Costa, OD Jones, D Kroese Operations Research Letters 35 (5), 573-580, 2007	162	2007
Efficient Monte Carlo simulation via the generalized splitting method ZI Botev, DP Kroese Statistics and Computing 22, 1-16, 2012	151	2012
The cross-entropy method for network reliability estimation KP Hui, N Bean, M Kraetzl, DP Kroese Annals of Operations Research 134, 101-118, 2005	136	2005
Data science and machine learning: mathematical and statistical methods DP Kroese, Z Botev, T Taimre Chapman and Hall/CRC, 2019	123	2019
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	115	2008
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	106	2010
Chromosome arm aneuploidies shape tumour evolution and drug response A Shukla, THM Nguyen, SB Moka, JJ Ellis, JP Grady, H Oey, AS Cristino, ... Nature communications 11 (1), 449, 2020	102	2020

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