Edit Profile (opens in new tab) Lee, Herbert K. H. Co-Author Distance Author ID: lee.herbert-k-h Published as: Lee, Herbert K. H.; Lee, H. K. H.; Lee, Herbert more...less Documents Indexed: 27 Publications since 2001, including 2 Books Co-Authors: 19 Co-Authors with 22 Joint Publications 337 Co-Co-Authors all top 5 Co-Authors 5 single-authored 5 Gramacy, Robert B. 3 Gray, Genetha Anne 3 Higdon, David M. 3 Pourmohamad, Tony 3 Sansó, Bruno 2 Chang, Jing 2 Ferreira, Marco A. R. 2 Higdon, Dave M. 2 Liang, Waley W. J. 2 Taddy, Matthew A. 2 Zhou, Weining 1 Bi, Zhuoxin 1 Blair, Brenton 1 Calder, Catherine A. 1 Davies, Misty 1 Guenther, John 1 Holloman, Christopher H. 1 Linkletter, Crystal 1 West, Mike all top 5 Serials 4 Journal of Classification 4 Bayesian Analysis 3 Journal of the American Statistical Association 2 Journal of Computational and Graphical Statistics 1 Inverse Problems 1 Machine Learning 1 IEEE Transactions on Signal Processing 1 Computational Statistics and Data Analysis 1 Journal of Applied Statistics 1 Applied Stochastic Models in Business and Industry 1 Statistical Modelling 1 Pacific Journal of Optimization 1 ASA-SIAM Series on Statistics and Applied Probability 1 Advances in Data Analysis and Classification. ADAC 1 Statistics and Its Interface 1 Advances and Applications in Statistical Sciences 1 Statistics and Computing 1 Springer Series in Statistics all top 5 Fields 26 Statistics (62-XX) 5 Computer science (68-XX) 3 Probability theory and stochastic processes (60-XX) 3 Operations research, mathematical programming (90-XX) 2 Numerical analysis (65-XX) 1 General and overarching topics; collections (00-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Quantum theory (81-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 17 Publications have been cited 237 times in 205 Documents Cited by ▼ Year ▼ Bayesian treed Gaussian process models with an application to computer modeling. Zbl 1205.62218 Gramacy, Robert B.; Lee, Herbert K. H. 105 2008 Cases for the nugget in modeling computer experiments. Zbl 1252.62098 Gramacy, Robert B.; Lee, Herbert K. H. 45 2012 A Bayesian approach to characterizing uncertainty in inverse problems using coarse and fine-scale information. Zbl 1369.62047 Higdon, Dave; Lee, Herbert; Bi, Zhuoxin 19 2002 Multiscale modeling. A Bayesian perspective. Zbl 1183.62046 Ferreira, Marco A. R.; Lee, Herbert K. H. 19 2007 Efficient models for correlated data via convolutions of intrinsic processes. Zbl 1071.62089 Lee, Herbert K. H.; Higdon, Dave M.; Calder, Catherine A.; Holloman, Christopher H. 8 2005 Optimization subject to hidden constraints via statistical emulation. Zbl 1513.62193 Lee, Herbert K. H.; Gramacy, Robert B.; Linkletter, Crystal; Gray, Genetha A. 8 2011 Bayesian nonparametrics via neural networks. Zbl 1069.68090 Lee, Herbert K. H. 7 2004 Gaussian processes and limiting linear models. Zbl 1452.62064 Gramacy, Robert B.; Lee, Herbert K. H. 6 2008 Multi-scale and hidden resolution time series models. Zbl 1332.62320 Ferreira, Marco A. R.; West, Mike; Lee, Herbert K. H.; Higdon, David M. 6 2006 Multivariate stochastic process models for correlated responses of mixed type. Zbl 1359.62402 Pourmohamad, Tony; Lee, Herbert K. H. 3 2016 Default priors for neural network classification. Zbl 1136.62325 Lee, Herbert K. H. 2 2007 Model selection for neural network classification. Zbl 1017.62089 Lee, Herbert K. H. 2 2001 A noninformative prior for neural networks. Zbl 1033.68088 Lee, Herbert K. H. 2 2003 Variable selection via a multi-stage strategy. Zbl 1514.62471 Chang, Jing; Lee, Herbert K. H. 2 2015 Inference for a proton accelerator using convolution models. Zbl 1469.62415 Lee, Herbert K. H.; Sansó, Bruno; Zhou, Weining; Higdon, David M. 1 2008 Inferring particle distribution in a proton accelerator experiment. Zbl 1331.81033 Lee, Herbert K. H.; Sansó, Bruno; Zhou, Weining; Higdon, David M. 1 2006 Bayesian optimization via barrier functions. Zbl 07546461 Pourmohamad, Tony; Lee, Herbert K. H. 1 2022 Bayesian optimization via barrier functions. Zbl 07546461 Pourmohamad, Tony; Lee, Herbert K. H. 1 2022 Multivariate stochastic process models for correlated responses of mixed type. Zbl 1359.62402 Pourmohamad, Tony; Lee, Herbert K. H. 3 2016 Variable selection via a multi-stage strategy. Zbl 1514.62471 Chang, Jing; Lee, Herbert K. H. 2 2015 Cases for the nugget in modeling computer experiments. Zbl 1252.62098 Gramacy, Robert B.; Lee, Herbert K. H. 45 2012 Optimization subject to hidden constraints via statistical emulation. Zbl 1513.62193 Lee, Herbert K. H.; Gramacy, Robert B.; Linkletter, Crystal; Gray, Genetha A. 8 2011 Bayesian treed Gaussian process models with an application to computer modeling. Zbl 1205.62218 Gramacy, Robert B.; Lee, Herbert K. H. 105 2008 Gaussian processes and limiting linear models. Zbl 1452.62064 Gramacy, Robert B.; Lee, Herbert K. H. 6 2008 Inference for a proton accelerator using convolution models. Zbl 1469.62415 Lee, Herbert K. H.; Sansó, Bruno; Zhou, Weining; Higdon, David M. 1 2008 Multiscale modeling. A Bayesian perspective. Zbl 1183.62046 Ferreira, Marco A. R.; Lee, Herbert K. H. 19 2007 Default priors for neural network classification. Zbl 1136.62325 Lee, Herbert K. H. 2 2007 Multi-scale and hidden resolution time series models. Zbl 1332.62320 Ferreira, Marco A. R.; West, Mike; Lee, Herbert K. H.; Higdon, David M. 6 2006 Inferring particle distribution in a proton accelerator experiment. Zbl 1331.81033 Lee, Herbert K. H.; Sansó, Bruno; Zhou, Weining; Higdon, David M. 1 2006 Efficient models for correlated data via convolutions of intrinsic processes. Zbl 1071.62089 Lee, Herbert K. H.; Higdon, Dave M.; Calder, Catherine A.; Holloman, Christopher H. 8 2005 Bayesian nonparametrics via neural networks. Zbl 1069.68090 Lee, Herbert K. H. 7 2004 A noninformative prior for neural networks. Zbl 1033.68088 Lee, Herbert K. H. 2 2003 A Bayesian approach to characterizing uncertainty in inverse problems using coarse and fine-scale information. Zbl 1369.62047 Higdon, Dave; Lee, Herbert; Bi, Zhuoxin 19 2002 Model selection for neural network classification. Zbl 1017.62089 Lee, Herbert K. H. 2 2001 all cited Publications top 5 cited Publications all top 5 Cited by 503 Authors 8 Gramacy, Robert B. 5 Ferreira, Marco A. R. 5 Konomi, Bledar A. 5 Lee, Herbert K. H. 5 Lin, Guang 5 Ranjan, Pritam 5 Zabaras, Nicholas J. 4 Carvalho, Carlos Marinho 4 Hung, Ying 4 Karagiannis, Georgios A. 4 Müller, Peter 4 Murray, Jared S. 4 Scott, James G. 3 Apley, Daniel W. 3 Ginsbourger, David 3 Guinness, Joseph 3 Lian, Heng 3 Lin, Chunfang Devon 3 Ludkovski, Michael 3 Mallick, Bani K. 3 Sansó, Bruno 3 Welch, William J. 3 Wu, Chien-Fu Jeff 2 Asher, Taylor G. 2 Bandyopadhyay, Dipankar 2 Berger, James Orvis 2 Bilionis, Ilias 2 Bingham, Derek R. 2 Chen, Hao 2 Chen, Ray-Bing 2 Chipman, Hugh A. 2 Christie, Mike 2 Cole, D. Austin 2 Dunson, David Brian 2 Fairbanks, Hillary R. 2 Fang, Zhide 2 Gamerman, Dani 2 Garnier, Josselin 2 Girolami, Mark A. 2 Haaland, Benjamin 2 Hooten, Mevin B. 2 Hung, Ying-Chao 2 Jin, Bangti 2 Katzfuss, Matthias 2 Koutsourelakis, Phaedon-Stelios 2 Li, Bin 2 Loeppky, Jason L. 2 Marque-Pucheu, Sophie 2 Marzouk, Youssef M. 2 Müller, Juliane 2 Parnell, Andrew C. 2 Peng, Lu 2 Perrin, Guillaume 2 Peruzzi, Michele 2 Picheny, Victor 2 Plumlee, Matthew 2 Polson, Nicholas G. 2 Quintana, Fernando Andrés 2 Reich, Brian James 2 Rojas-Gonzalez, Sebastian 2 Roshan Joseph, V. 2 Roustant, Olivier 2 Sacks, Jerome 2 Sang, Huiyan 2 Sanyal, Nilotpal 2 Soize, Christian 2 Sokolov, Vadim O. 2 Starling, Jennifer E. 2 Sung, Chih-Li 2 Tuo, Rui 2 Van Nieuwenhuyse, Inneke 2 Vassilevski, Panayot Spirov 2 Villa, Umberto E. 2 Wang, Wenjia 2 Wild, Stefan M. 2 Wolpert, Robert L. 2 Yu, Qingzhao 2 Zhang, Ru 1 Adcock, Ben 1 Adelmann, Andreas 1 Agarwal, Deborah 1 Aiken, Abigail R. A. 1 Akbari, Hani 1 al Mamun, Abdullah 1 Alawieh, Leen 1 Alonso, Francisco Javier 1 Alonso, P. J. 1 Andersen, Kim E. 1 Andrianakis, Ioannis 1 Angulo, José Miguel 1 Ankenman, Bruce E. 1 Arbel, Julyan 1 Arcidiacono, Gabriele 1 Arora, Bhavna 1 Ba, Shan 1 Baccou, Jean 1 Bai, Xuying 1 Baker, Evan 1 Balcerek, Michał 1 Balesdent, Mathieu ...and 403 more Authors all top 5 Cited in 77 Serials 18 SIAM/ASA Journal on Uncertainty Quantification 14 Journal of Computational Physics 12 The Annals of Applied Statistics 11 Computational Statistics and Data Analysis 10 Statistical Science 10 Journal of Computational and Graphical Statistics 7 Journal of the American Statistical Association 7 Statistics and Computing 5 Computer Methods in Applied Mechanics and Engineering 5 Communications in Statistics. Theory and Methods 5 Journal of Applied Statistics 5 Journal of Machine Learning Research (JMLR) 4 Biometrics 4 Journal of Statistical Planning and Inference 4 SIAM Journal on Scientific Computing 4 Bayesian Analysis 3 Journal of Agricultural, Biological, and Environmental Statistics 2 The Canadian Journal of Statistics 2 Applied Mathematics and Computation 2 International Journal for Numerical Methods in Engineering 2 Journal of Classification 2 Communications in Statistics. Simulation and Computation 2 European Journal of Operational Research 2 SIAM Review 2 Statistica Sinica 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Brazilian Journal of Probability and Statistics 2 Statistical Methodology 2 Inverse Problems in Science and Engineering 2 Statistical Analysis and Data Mining 2 Journal of Statistical Theory and Practice 2 Electronic Journal of Statistics 1 The American Statistician 1 Computers and Fluids 1 International Journal of Systems Science 1 Physics Reports 1 Scandinavian Journal of Statistics 1 Annals of the Institute of Statistical Mathematics 1 The Annals of Statistics 1 Information Sciences 1 Journal of Mathematical Psychology 1 Journal of Multivariate Analysis 1 Mathematics and Computers in Simulation 1 Journal of Time Series Analysis 1 Statistics 1 Sequential Analysis 1 Computers & Operations Research 1 Journal of Scientific Computing 1 Neural Networks 1 Journal of Global Optimization 1 Computational Statistics 1 Journal of Statistical Computation and Simulation 1 Pattern Recognition 1 Annales de la Faculté des Sciences de Toulouse. Mathématiques. Série VI 1 Computational Optimization and Applications 1 Test 1 ACM Transactions on Modeling and Computer Simulation 1 INFORMS Journal on Computing 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 PAA. Pattern Analysis and Applications 1 Australian & New Zealand Journal of Statistics 1 Chaos 1 Journal of the Royal Statistical Society. Series C. Applied Statistics 1 Computational Geosciences 1 Combustion Theory and Modelling 1 Optimization and Engineering 1 Structural and Multidisciplinary Optimization 1 International Journal of Computational Methods 1 Acta Numerica 1 Statistical Methods and Applications 1 Advances in Data Analysis and Classification. ADAC 1 AStA. Advances in Statistical Analysis 1 SIAM Journal on Financial Mathematics 1 Sankhyā. Series B 1 Communications in Mathematics and Statistics 1 Electronic Research Archive 1 Environmetrics all top 5 Cited in 25 Fields 177 Statistics (62-XX) 45 Probability theory and stochastic processes (60-XX) 42 Numerical analysis (65-XX) 23 Computer science (68-XX) 17 Geophysics (86-XX) 13 Operations research, mathematical programming (90-XX) 7 Partial differential equations (35-XX) 5 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Fluid mechanics (76-XX) 4 Biology and other natural sciences (92-XX) 2 Approximations and expansions (41-XX) 2 Mechanics of deformable solids (74-XX) 2 Systems theory; control (93-XX) 1 Combinatorics (05-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Functional analysis (46-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Mechanics of particles and systems (70-XX) 1 Optics, electromagnetic theory (78-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Relativity and gravitational theory (83-XX) 1 Astronomy and astrophysics (85-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year