Consistency of posterior distributions for neural networks. - Herbert K. H. Lee (Neural Networks, 2000)

Bagging and the Bayesian Bootstrap. - Merlise A. Clyde; Herbert K. H. Lee (AISTATS, 2001)

Model Selection for Neural Network Classification. - Herbert K. H. Lee (J. Classif., 2001)

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)

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)

A Noninformative Prior for Neural Networks. - Herbert K. H. Lee (Mach. Learn., 2003)

Bayesian nonparametrics via neural networks. - Herbert K. H. Lee (SIAM, 2004)

Parameter space exploration with Gaussian process trees. - Robert B. Gramacy; Herbert K. H. Lee; William G. Macready (ICML, 2004)

Lossless Online Bayesian Bagging. - Herbert K. H. Lee; Merlise A. Clyde (J. Mach. Learn. Res., 2004)

Default Priors for Neural Network Classification. - Herbert K. H. Lee (J. Classif., 2007)

Gaussian processes and limiting linear models. - Robert B. Gramacy; Herbert K. H. Lee (Comput. Stat. Data Anal., 2008)

Adaptive Design and Analysis of Supercomputer Experiments. - Robert B. Gramacy; Herbert K. H. Lee (Technometrics, 2009)

Bayesian Guided Pattern Search for Robust Local Optimization. - Matthew Taddy; Herbert K. H. Lee; Genetha A. Gray; Joshua D. Griffin (Technometrics, 2009)

Selection of a Representative Sample. - Herbert K. H. Lee; Matthew Taddy; Genetha A. Gray (J. Classif., 2010)

Gaussian Processes. - Herbert K. H. Lee (International Encyclopedia of Statistical Science, 2011)

Towards Validation of an Adaptive Flight Control Simulation Using Statistical Emulation. - Yuning He; Herbert K. H. Lee; Misty D. Davies (Infotech@Aerospace, 2012)

Simultaneous optimization and uncertainty quantification. - Genetha A. Gray; Herbert K. H. Lee; John Guenther (J. Comput. Methods Sci. Eng., 2012)

Cases for the nugget in modeling computer experiments. - Robert B. Gramacy; Herbert K. H. Lee (Stat. Comput., 2012)

Comment. - Herbert K. H. Lee (Technometrics, 2012)

Gaussian Process Modeling of Derivative Curves. - Tracy Holsclaw; Bruno Sansó; Herbert K. H. Lee; Katrin Heitmann; Salman Habib 002; David Higdon; Ujjaini Alam (Technometrics, 2013)

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)

Rejoinder. - Robert B. Gramacy; Genetha A. Gray; Sébastien Le Digabel; Herbert K. H. Lee; Pritam Ranjan; Garth N. Wells; Stefan M. Wild (Technometrics, 2016)

Real-Time Detection of In-flight Aircraft Damage. - Brenton Blair; Herbert K. H. Lee; Misty D. Davies (J. Classif., 2017)

Bayesian nonstationary Gaussian process models via treed process convolutions. - Waley Wei Jie Liang; Herbert K. H. Lee (Adv. Data Anal. Classif., 2019)

Regularized Sparse Gaussian Processes. - Rui Meng; Herbert K. H. Lee; Braden Soper; Priyadip Ray (CoRR, 2019)

The Statistical Filter Approach to Constrained Optimization. - Tony Pourmohamad; Herbert K. H. Lee (Technometrics, 2020)

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)

Bayesian Optimization Via Barrier Functions. - Tony Pourmohamad; Herbert K. H. Lee (J. Comput. Graph. Stat., 2022)

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., 2023)