2022

Ungredda, Juan, Pearce , Michael and Branke, Juergen (2022) Bayesian optimisation vs. input uncertainty reduction. ACM Transactions on Modeling and Computer Simulation, 32 (3). 17. doi:10.1145/3510380 ISSN 1558-1195.

Pearce , Michael, Policzek, Matthias and Branke, Jürgen (2022) Bayesian optimization allowing for common random numbers. Operations Research . doi:10.1287/opre.2021.2208 ISSN 0030-364X. (In Press)

2018

Groves, Matthew J., Pearce , Michael and Branke, Juergen (2018) On Parallelizing Multi-Task Bayesian Optimization. In: 2018 Winter Simulation Conference , Gothenburg, Sweden , December 09 - 12, 2018 doi:10.1109/WSC.2018.8632417

Pearce, Michael and Branke, Jürgen (2018) Continuous multi-task Bayesian optimisation with correlation. European Journal of Operational Research, 270 (3). pp. 1074-1085. doi:10.1016/j.ejor.2018.03.017 ISSN 0377-2217.

(2018) Recent advances in methodology for clinical trials in small populations : the InSPiRe project. Orphanet Journal of Rare Diseases, 13 (1). 186. doi:10.1186/s13023-018-0919-y ISSN 1750-1172.

Miller, Frank, Zohar, Sarah, Stallard, Nigel, Madan, Jason, Posch, Martin, Hee, Siew Wan, Pearce , Michael, Vågerö, Mårten and Day, Simon (2018) Approaches to sample size calculation for clinical trials in rare diseases. Pharmaceutical Statistics, 17 (3). pp. 214-230. doi:10.1002/pst.1848 ISSN 1539-1604.

2017

Pearce, Michael and Branke, Jürgen (2017) Efficient information collection on portfolios. Working Paper. Coventry: University of Warwick.

Pearce, Michael and Branke, Jürgen (2017) Bayesian simulation optimization with input uncertainty. In: 2017 Winter Simulation Conference (WSC), Las Vegas, NV, USA, 3-6 Dec 2017 pp. 2268-2278. ISBN 9781538634288. doi:10.1109/WSC.2017.8247958 ISSN 1558-4305.