papers
Publications (10)
stat.ME2018
Analysis-of-marginal-Tail-Means (ATM): a robust method for discrete black-box optimization
Simon Mak, C. F. Jeff Wu
stat.ME2018
Projected support points: a new method for high-dimensional data reduction
Simon Mak, V. Roshan Joseph
cs.CE2018
Kernel-smoothed proper orthogonal decomposition (KSPOD)-based emulation for prediction of spatiotemporally evolving flow dynamics
Yu-Hung Chang, Liwei Zhang, Xingjian Wang +5
stat.CO2016
Minimax and minimax projection designs using clustering
Simon Mak, V. Roshan Joseph
math.ST2018
Support points
Simon Mak, V. Roshan Joseph
stat.AP2016
A regional compound Poisson process for hurricane and tropical storm damage
Simon Mak, Derek Bingham, Yi Lu
cs.CE2017
Data-Driven Analysis and Common Proper Orthogonal Decomposition (CPOD)-Based Spatio-Temporal Emulator for Design Exploration
Shiang-Ting Yeh, Xingjian Wang, Chih-Li Sung +5
stat.AP2017
An efficient surrogate model for emulation and physics extraction of large eddy simulations
Simon Mak, Chih-Li Sung, Xingjian Wang +5
stat.ME2017
cmenet: a new method for bi-level variable selection of conditional main effects
Simon Mak, C. F. Jeff Wu
stat.ME2018
Maximum entropy low-rank matrix recovery
Simon Mak, Yao Xie