Herbert K. H. Lee

29 papers A* 1A 1Journal 24Unranked 1
YearRankTypeTitle / Venue / Authors
2023 J jnl
A neutral zone classifier for three classes with an application to text mining.
Stat. Anal. Data Min.
Dylan C. Friel, Yunzhe Li, Benjamin Ellis, Daniel R. Jeske, Herbert K. H. Lee, Philip H. Kass
2022 J jnl
Bayesian Optimization Via Barrier Functions.
J. Comput. Graph. Stat.
Tony Pourmohamad, Herbert K. H. Lee
2021 J jnl
Nonstationary multivariate Gaussian processes for electronic health records.
J. Biomed. Informatics
Rui Meng, Braden Soper, Herbert K. H. Lee, Vincent X. Liu, John D. Greene, Priyadip Ray
2020 J jnl
The Statistical Filter Approach to Constrained Optimization.
Technometrics
Tony Pourmohamad, Herbert K. H. Lee
2019 J jnl
Bayesian nonstationary Gaussian process models via treed process convolutions.
Adv. Data Anal. Classif.
Waley Wei Jie Liang, Herbert K. H. Lee
2019 J jnl
Regularized Sparse Gaussian Processes.
CoRR
Rui Meng, Herbert K. H. Lee, Braden Soper, Priyadip Ray
2017 J jnl
Real-Time Detection of In-flight Aircraft Damage.
J. Classif.
Brenton Blair, Herbert K. H. Lee, Misty D. Davies
2016 J jnl
Modeling an Augmented Lagrangian for Blackbox Constrained Optimization.
Technometrics
Robert B. Gramacy, Genetha A. Gray, Sébastien Le Digabel, Herbert K. H. Lee, Pritam Ranjan, Garth N. Wells, Stefan M. Wild
2016 J jnl
Rejoinder.
Technometrics
Robert B. Gramacy, Genetha A. Gray, Sébastien Le Digabel, Herbert K. H. Lee, Pritam Ranjan, Garth N. Wells, Stefan M. Wild
2013 J jnl
Gaussian Process Modeling of Derivative Curves.
Technometrics
Tracy Holsclaw, Bruno Sansó, Herbert K. H. Lee, Katrin Heitmann, Salman Habib, David Higdon, Ujjaini Alam
2012 J jnl
Cases for the nugget in modeling computer experiments.
Stat. Comput.
Robert B. Gramacy, Herbert K. H. Lee
2012 J jnl
Comment.
Technometrics
Herbert K. H. Lee
2012 J jnl
Simultaneous optimization and uncertainty quantification.
J. Comput. Methods Sci. Eng.
Genetha A. Gray, Herbert K. H. Lee, John Guenther
2012 — conf
Towards Validation of an Adaptive Flight Control Simulation Using Statistical Emulation.
Infotech@Aerospace
Yuning He, Herbert K. H. Lee, Misty D. Davies
2011 — ch.
Gaussian Processes.
International Encyclopedia of Statistical Science
Herbert K. H. Lee
2010 J jnl
Selection of a Representative Sample.
J. Classif.
Herbert K. H. Lee, Matthew Taddy, Genetha A. Gray
2009 J jnl
Adaptive Design and Analysis of Supercomputer Experiments.
Technometrics
Robert B. Gramacy, Herbert K. H. Lee
2009 J jnl
Bayesian Guided Pattern Search for Robust Local Optimization.
Technometrics
Matthew Taddy, Herbert K. H. Lee, Genetha A. Gray, Joshua D. Griffin
2008 J jnl
Gaussian processes and limiting linear models.
Comput. Stat. Data Anal.
Robert B. Gramacy, Herbert K. H. Lee
2007 J jnl
Default Priors for Neural Network Classification.
J. Classif.
Herbert K. H. Lee
2004 — book
Bayesian nonparametrics via neural networks.
Herbert K. H. Lee
2004 J jnl
Lossless Online Bayesian Bagging.
J. Mach. Learn. Res.
Herbert K. H. Lee, Merlise A. Clyde
2004 A* conf
Parameter space exploration with Gaussian process trees.
ICML
Robert B. Gramacy, Herbert K. H. Lee, William G. Macready
2003 J jnl
A Noninformative Prior for Neural Networks.
Mach. Learn.
Herbert K. H. Lee
2002 J jnl
A Bayesian approach to characterizing uncertainty in inverse problems using coarse and fine-scale information.
IEEE Trans. Signal Process.
Dave Higdon, Herbert K. H. Lee, Zhuoxin Bi
2002 J jnl
Markov Random Field Models for High-Dimensional Parameters in Simulations of Fluid Flow in Porous Media.
Technometrics
Herbert K. H. Lee, David M. Higdon, Zhuoxin Bi, Marco A. R. Ferreira, Mike West
2001 A conf
Bagging and the Bayesian Bootstrap.
AISTATS
Merlise A. Clyde, Herbert K. H. Lee
2001 J jnl
Model Selection for Neural Network Classification.
J. Classif.
Herbert K. H. Lee
2000 J jnl
Consistency of posterior distributions for neural networks.
Neural Networks
Herbert K. H. Lee