Concepedia

Herbert K. H. Lee

HK

26

Publications

2.2K

Citations

19

H-Index

2001

Active since

Affiliations

University of California, Santa Cruz(Current)

Los Alamos National Laboratory

University of Chicago

Duke University

Decision Sciences (United States)

Herbert K. H. Lee is an author at University of California, Santa Cruz specializing in engineering, statistics, and computer science.

Top concepts

EngineeringStatisticsComputer ScienceData ScienceStatistical InferenceUncertainty QuantificationMachine LearningModeling And SimulationInverse ProblemsBayesian Statistics

Publications per year

2001–2021

26

Publications

26

Bayesian Treed Gaussian Process Models With an Application to Computer Modeling

Robert B. Gramacy, Herbert K. H. Lee · Journal of the American Statistical Association · 2008 · 657 citations

Mathematical Programming, Bayesian Statistic, Engineering +16

Cases for the nugget in modeling computer experiments

Robert B. Gramacy, Herbert K. H. Lee · Statistics and Computing · 2010 · 272 citations

Engineering, Experiment Design, Simulation +5

Adaptive Design and Analysis of Supercomputer Experiments

Robert B. Gramacy, Herbert K. H. Lee · Technometrics · 2009 · 243 citations

Engineering, Machine Learning, Computer Architecture +24

Bayesian Methods: A Social and Behavioral Sciences Approach

Herbert K. H. Lee · The American Statistician · 2008 · 166 citations

Bayesian Statistic, Bayesian Statistics, Behavioral Sciences +6

Modeling an Augmented Lagrangian for Blackbox Constrained Optimization

Robert B. Gramacy, Genetha A. Gray, Sébastien Le Digabel et al. · Technometrics · 2015 · 123 citations

Mathematical Programming, Model Optimization, Large-scale Global Optimization +15

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