Herbert K. H. Lee

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 9

Top Topics

Augmented Lagrangian

Gaussian Process

Constrained Optimization

Top Venues

Stat. Anal. Data Min.

Publications

Dylan C. Friel, Yunzhe Li, Benjamin Ellis, Daniel R. Jeske, Herbert K. H. Lee, Philip H. Kass
A neutral zone classifier for three classes with an application to text mining. Stat. Anal. Data Min. 16 (6) (2023)
Tony Pourmohamad, Herbert K. H. Lee
Bayesian Optimization Via Barrier Functions. J. Comput. Graph. Stat. 31 (1) (2022)
Rui Meng, Braden Soper, Herbert K. H. Lee, Vincent X. Liu, John D. Greene, Priyadip Ray
Nonstationary multivariate Gaussian processes for electronic health records. J. Biomed. Informatics 117 (2021)
Tony Pourmohamad, Herbert K. H. Lee
The Statistical Filter Approach to Constrained Optimization. Technometrics 62 (3) (2020)
Waley Wei Jie Liang, Herbert K. H. Lee
Bayesian nonstationary Gaussian process models via treed process convolutions. Adv. Data Anal. Classif. 13 (3) (2019)
Rui Meng, Herbert K. H. Lee, Braden Soper, Priyadip Ray
Regularized Sparse Gaussian Processes. CoRR (2019)
Brenton Blair, Herbert K. H. Lee, Misty Davies
Real-Time Detection of In-flight Aircraft Damage. J. Classif. 34 (3) (2017)
Robert B. Gramacy, Genetha A. Gray, Sébastien Le Digabel, Herbert K. H. Lee, Pritam Ranjan, Garth N. Wells, Stefan M. Wild
Modeling an Augmented Lagrangian for Blackbox Constrained Optimization. Technometrics 58 (1) (2016)
Robert B. Gramacy, Genetha A. Gray, Sébastien Le Digabel, Herbert K. H. Lee, Pritam Ranjan, Garth N. Wells, Stefan M. Wild
Rejoinder. Technometrics 58 (1) (2016)
Tracy Holsclaw, Bruno Sansó, Herbert K. H. Lee, Katrin Heitmann, Salman Habib, David Higdon, Ujjaini Alam
Gaussian Process Modeling of Derivative Curves. Technometrics 55 (1) (2013)
Genetha A. Gray, Herbert K. H. Lee, John Guenther
Simultaneous optimization and uncertainty quantification. J. Comput. Methods Sci. Eng. 12 (1-2) (2012)
Yuning He, Herbert K. H. Lee, Misty Davies
Towards Validation of an Adaptive Flight Control Simulation Using Statistical Emulation. Infotech@Aerospace (2012)
Robert B. Gramacy, Herbert K. H. Lee
Cases for the nugget in modeling computer experiments. Stat. Comput. 22 (3) (2012)
Herbert K. H. Lee
Comment. Technometrics 54 (3) (2012)
Herbert K. H. Lee, Matthew Taddy, Genetha A. Gray
Selection of a Representative Sample. J. Classif. 27 (1) (2010)
Robert B. Gramacy, Herbert K. H. Lee
Adaptive Design and Analysis of Supercomputer Experiments. Technometrics 51 (2) (2009)
Matthew Taddy, Herbert K. H. Lee, Genetha A. Gray, Joshua D. Griffin
Bayesian Guided Pattern Search for Robust Local Optimization. Technometrics 51 (4) (2009)
Robert B. Gramacy, Herbert K. H. Lee
Gaussian processes and limiting linear models. Comput. Stat. Data Anal. 53 (1) (2008)
Herbert K. H. Lee
Default Priors for Neural Network Classification. J. Classif. 24 (1) (2007)
Herbert K. H. Lee, Merlise A. Clyde
Lossless Online Bayesian Bagging. J. Mach. Learn. Res. 5 (2004)
Robert B. Gramacy, Herbert K. H. Lee, William G. Macready
Parameter space exploration with Gaussian process trees. ICML (2004)
Herbert K. H. Lee
A Noninformative Prior for Neural Networks. Mach. Learn. 50 (1-2) (2003)
Herbert K. H. Lee, David M. Higdon, Zhuoxin Bi, Marco A. R. Ferreira, Mike West
Markov Random Field Models for High-Dimensional Parameters in Simulations of Fluid Flow in Porous Media. Technometrics 44 (3) (2002)
Dave Higdon, Herbert K. H. Lee, Zhuoxin Bi
A Bayesian approach to characterizing uncertainty in inverse problems using coarse and fine-scale information. IEEE Trans. Signal Process. 50 (2) (2002)
Herbert K. H. Lee
Model Selection for Neural Network Classification. J. Classif. 18 (2) (2001)
Herbert K. H. Lee
Consistency of posterior distributions for neural networks. Neural Networks 13 (6) (2000)