Herbert K. H. Lee

发表

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

Dave Higdon, Herbert K. H. Lee, Zhuoxin Bi, 2002, IEEE Trans. Signal Process..

Modeling an Augmented Lagrangian for Blackbox Constrained Optimization

Sébastien Le Digabel, Stefan M. Wild, Robert B. Gramacy, 2014, Technometrics.

Bayesian treed gaussian process models

Robert B. Gramacy, Herbert K. H. Lee, Herbert K. H. Lee, 2005 .

Multi-scale and hidden resolution time series models

Michael A. West, Herbert K. H. Lee, Marco A. R. Ferreira, 2006 .

A Model for Real-Time Detection of Aircraft Damage

Herbert K. H. Lee, Misty Davies, Brent Blair, 2016 .

Rejoinder

Sébastien Le Digabel, Stefan M. Wild, Robert B. Gramacy, 2016, Technometrics.

Bayesian Methods: A Social and Behavioral Sciences Approach

Herbert K. H. Lee, 2008 .

LOGLINEAR MODELS AND GOODNESS-OF-FIT STATISTICS FOR TRAIN WAYBILL DATA

Herbert K. H. Lee, K Viele, 2001 .

Flexible Gaussian Processes via Convolution

David Higdon, Herbert K. H. Lee, Catherine A. Calder, 2002 .

Default Priors for Neural Network Classification

Herbert K. H. Lee, Herbert K. H. Lee, 2007, J. Classif..

Gaussian Process Modeling of Derivative Curves

David Higdon, Katrin Heitmann, Herbert K. H. Lee, 2013, Technometrics.

Simultaneous optimization and uncertainty quantification

Herbert K. H. Lee, Genetha A. Gray, John Guenther, 2012, J. Comput. Methods Sci. Eng..

Optimization of Large-Scale Heterogeneous System-of-Systems Models

David L. Woodruff, Ojas Parekh, John Daniel Siirola, 2012 .

Model Selection for Neural Network Classification

Herbert K. H. Lee, Herbert K. H. Lee, 2001, J. Classif..

Multiresolution Genetic Algorithms and Markov chain Monte Carlo

Herbert K. H. Lee, Christopher H. Holloman, Dave M. Higdon, 2006 .

Lossless Online Bayesian Bagging

Herbert K. H. Lee, Merlise A. Clyde, M. Clyde, 2004, J. Mach. Learn. Res..

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

Mike West, Herbert K. H. Lee, Zhuoxin Bi, 2002, Technometrics.

Selection of a Representative Sample

Herbert K. H. Lee, Genetha A. Gray, Matthew Taddy, 2010, J. Classif..

Bayesian Guided Pattern Search for Robust Local Optimization

Herbert K. H. Lee, Joshua D. Griffin, Genetha A. Gray, 2009, Technometrics.

4. Building a Model

Herbert K. H. Lee, 2004 .

A Noninformative Prior for Neural Networks

Herbert K. H. Lee, Herbert K. H. Lee, 2004, Machine Learning.

Real-Time Detection of In-flight Aircraft Damage

Herbert K. H. Lee, Misty Davies, Brenton Blair, 2017, Journal of Classification.

Designing and analysing a circuit device experiment using treed Gaussian processes

Robert B. Gramacy, Herbert K. H. Lee, Matt Taddy, 2018, Oxford Handbooks Online.

Cases for the nugget in modeling computer experiments

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

Adaptive design of supercomputer experiments

Robert B. Gramacy, Herbert K. H. Lee, Herbert K. H. Lee, 2008 .

Bayesian nonparametrics via neural networks

Herbert K. H. Lee, Herbert K. H. Lee, 2004, ASA-SIAM series on statistics and applied probability.

A Class of Multi-Scale Time Series Models

Mike West, Herbert K. H. Lee, Marco A. R. Ferreira, 2000 .

Exploring the Air-Ground Workload Tradespace

Herbert K. H. Lee, Misty Davies, Kenna Nelson, 2016 .

The Statistical Filter Approach to Constrained Optimization

Herbert K. H. Lee, Tony Pourmohamad, Herbert K. H. Lee, 2019, Technometrics.

Sequential process convolution Gaussian process models via particle learning

Herbert K. H. Lee, Waley W. J. Liang, 2014 .

Real-time classification of in-flight aircraft damage

Herbert K. H. Lee, Brenton S. Blair, 2015 .

Gaussian Processes

Herbert K. H. Lee, Herbert K. H. Lee, 2011, International Encyclopedia of Statistical Science.

A Robust Algorithm for Optimum Utility

Herbert K. H. Lee, John Guenther, 2017 .

Modeling an augmented Lagrangian for improved blackbox constrained optimization

Sébastien Le Digabel, Stefan M. Wild, Robert B. Gramacy, 2014 .

Enhancing Parallel Pattern Search Optimization with a Gaussian Process Oracle

Robert B. Gramacy, Herbert K. H. Lee, Matt Taddy, 2006 .

Adaptive Design and Analysis of Supercomputer Experiments

Robert B. Gramacy, Herbert K. H. Lee, Herbert K. H. Lee, 2008, Technometrics.

Penetrator reliability investigation and design exploration : from conventional design processes to innovative uncertainty-capturing algorithms.

Robert B. Gramacy, Robert Heaphy, Laura Painton Swiler, 2006 .

Parameter space exploration with Gaussian process trees

Robert B. Gramacy, Herbert K. H. Lee, William G. Macready, 2004, ICML.

Towards Validation of an Adaptive Flight Control Simulation Using Statistical Emulation

Herbert K. H. Lee, Yuning He, Misty Davies, 2012, Infotech@Aerospace.

Gaussian processes and limiting linear models

Robert B. Gramacy, Herbert K. H. Lee, Herbert K. H. Lee, 2008, Comput. Stat. Data Anal..

Multiscale Modeling: A Bayesian Perspective

Herbert K. H. Lee, Marco A. R. Ferreira, Marco A. R. Ferreira, 2007 .

Inference for a Proton Accelerator Using

David Higdon, Herbert K. H. Lee, Weining Zhou, 2016 .

Consistency of posterior distributions for neural networks

Herbert K. H. Lee, 2000, Neural Networks.

Ja n 20 08 Bayesian Treed Gaussian Process Models with an Application to Computer Modeling

Robert B. Gramacy, Herbert K. H. Lee, Herbert K. H. Lee, 2009 .

Comment

Herbert K. H. Lee, Herbert K. H. Lee, 2012, Technometrics.