Herbert K. H. Lee

According to our database, Herbert K. H. Lee authored at least 29 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A neutral zone classifier for three classes with an application to text mining.

Dylan C. Friel, Yunzhe Li, Benjamin Ellis, Daniel R. Jeske, Herbert K. H. Lee, Philip H. Kass

Stat. Anal. Data Min., December, 2023

2022

Bayesian Optimization Via Barrier Functions.

Tony Pourmohamad, Herbert K. H. Lee

J. Comput. Graph. Stat., 2022

2021

Nonstationary multivariate Gaussian processes for electronic health records.

Rui Meng, Braden Soper, Herbert K. H. Lee, Vincent X. Liu, John D. Greene, Priyadip Ray

J. Biomed. Informatics, 2021

2020

The Statistical Filter Approach to Constrained Optimization.

Tony Pourmohamad, Herbert K. H. Lee

Technometrics, 2020

2019

Regularized Sparse Gaussian Processes.

Rui Meng, Herbert K. H. Lee, Braden Soper, Priyadip Ray

CoRR, 2019

Bayesian nonstationary Gaussian process models via treed process convolutions.

Waley Wei Jie Liang, Herbert K. H. Lee

Adv. Data Anal. Classif., 2019

2017

Real-Time Detection of In-flight Aircraft Damage.

Brenton Blair, Herbert K. H. Lee, Misty D. Davies

J. Classif., 2017

2016

Rejoinder.

Robert B. Gramacy, Genetha A. Gray, Sébastien Le Digabel, Herbert K. H. Lee, Pritam Ranjan, Garth N. Wells, Stefan M. Wild

Technometrics, 2016

Modeling an Augmented Lagrangian for Blackbox Constrained Optimization.

Robert B. Gramacy, Genetha A. Gray, Sébastien Le Digabel, Herbert K. H. Lee, Pritam Ranjan, Garth N. Wells, Stefan M. Wild

Technometrics, 2016

2013

Gaussian Process Modeling of Derivative Curves.

Tracy Holsclaw, Bruno Sansó, Herbert K. H. Lee, Katrin Heitmann, Salman Habib, David Higdon, Ujjaini Alam

Technometrics, 2013

2012

Comment.

Herbert K. H. Lee

Technometrics, 2012

Cases for the nugget in modeling computer experiments.

Robert B. Gramacy, Herbert K. H. Lee

Stat. Comput., 2012

Simultaneous optimization and uncertainty quantification.

Genetha A. Gray, Herbert K. H. Lee, John Guenther

J. Comput. Methods Sci. Eng., 2012

Towards Validation of an Adaptive Flight Control Simulation Using Statistical Emulation.

Yuning He, Herbert K. H. Lee, Misty D. Davies

Proceedings of the Infotech@Aerospace 2012, 2012

2011

Gaussian Processes.

Herbert K. H. Lee

Proceedings of the International Encyclopedia of Statistical Science, 2011

2010

Selection of a Representative Sample.

Herbert K. H. Lee, Matthew Taddy, Genetha A. Gray

J. Classif., 2010

2009

Bayesian Guided Pattern Search for Robust Local Optimization.

Matthew Taddy, Herbert K. H. Lee, Genetha A. Gray, Joshua D. Griffin

Technometrics, 2009

Adaptive Design and Analysis of Supercomputer Experiments.

Robert B. Gramacy, Herbert K. H. Lee

Technometrics, 2009

2008

Gaussian processes and limiting linear models.

Robert B. Gramacy, Herbert K. H. Lee

Comput. Stat. Data Anal., 2008

2007

Default Priors for Neural Network Classification.

Herbert K. H. Lee

J. Classif., 2007

2004

Lossless Online Bayesian Bagging.

Herbert K. H. Lee, Merlise A. Clyde

J. Mach. Learn. Res., 2004

Parameter space exploration with Gaussian process trees.

Robert B. Gramacy, Herbert K. H. Lee, William G. Macready

Proceedings of the Machine Learning, 2004

Bayesian nonparametrics via neural networks.

Herbert K. H. Lee

ASA-SIAM series on statistics and applied probability 13, SIAM, ISBN: 978-0-89871-563-7, 2004

2003

A Noninformative Prior for Neural Networks.

Herbert K. H. Lee

Mach. Learn., 2003

2002

A Bayesian approach to characterizing uncertainty in inverse problems using coarse and fine-scale information.

Dave Higdon, Herbert K. H. Lee, Zhuoxin Bi

IEEE Trans. Signal Process., 2002

Markov Random Field Models for High-Dimensional Parameters in Simulations of Fluid Flow in Porous Media.

Herbert K. H. Lee, David M. Higdon, Zhuoxin Bi, Marco A. R. Ferreira, Mike West

Technometrics, 2002

2001

Model Selection for Neural Network Classification.

Herbert K. H. Lee

J. Classif., 2001

Bagging and the Bayesian Bootstrap.

Merlise A. Clyde, Herbert K. H. Lee

Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, 2001

2000

Consistency of posterior distributions for neural networks.

Herbert K. H. Lee

Neural Networks, 2000