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Herbert Lee
Herbert Lee
Professor of Statistics, University of California, Santa Cruz
Verifierad e-postadress på ucsc.edu - Startsida
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Bayesian treed Gaussian process models with an application to computer modeling
RB Gramacy, HKH Lee
Journal of the American Statistical Association 103 (483), 1119-1130, 2008
9182008
Cases for the nugget in modeling computer experiments
RB Gramacy, HKH Lee
Statistics and Computing 22, 713-722, 2012
3272012
Adaptive design and analysis of supercomputer experiments
RB Gramacy, HKH Lee
Technometrics 51 (2), 130-145, 2009
2832009
Nonparametric dark energy reconstruction from supernova data
T Holsclaw, U Alam, B Sanso, H Lee, K Heitmann, S Habib, D Higdon
Physical Review Letters 105 (24), 241302, 2010
2032010
Optimization under unknown constraints
J Bernardo, MJ Bayarri, JO Berger, AP Dawid, D Heckerman, AFM Smith, ...
Bayesian Statistics 9 (9), 229, 2011
1842011
Nonparametric reconstruction of the dark energy equation of state from diverse data sets
T Holsclaw, U Alam, B Sansó, H Lee, K Heitmann, S Habib, D Higdon
Physical Review D 84 (8), 083501, 2011
1632011
Modeling an augmented Lagrangian for blackbox constrained optimization
RB Gramacy, GA Gray, S Le Digabel, HKH Lee, P Ranjan, G Wells, ...
Technometrics 58 (1), 1-11, 2016
1582016
Markov chain Monte Carlo-based approaches for inference in computationally intensive inverse problems
JM Bernardo, MJ Bayarri, JO Berger, AP Dawid, D Heckerman, ...
Bayesian Statistics 7: Proceedings of the Seventh Valencia International …, 2003
1242003
Multiscale modeling: a Bayesian perspective
MAR Ferreira, HKH Lee
Springer Science & Business Media, 2007
1202007
Markov random field models for high-dimensional parameters in simulations of fluid flow in porous media
HKH Lee, DM Higdon, Z Bi, MAR Ferreira, M West
Technometrics 44 (3), 230-241, 2002
1122002
Bayesian guided pattern search for robust local optimization
MA Taddy, HKH Lee, GA Gray, JD Griffin
Technometrics 51 (4), 389-401, 2009
1072009
A Bayesian approach to characterizing uncertainty in inverse problems using coarse and fine-scale information
D Higdon, H Lee, Z Bi
IEEE Transactions on Signal Processing 50 (2), 389-399, 2002
912002
Parameter space exploration with Gaussian process trees
RB Gramacy, HKH Lee, WG Macready
Proceedings of the twenty-first international conference on Machine learning, 45, 2004
882004
Bayesian nonparametrics via neural networks
HKH Lee
Society for Industrial and Applied Mathematics, 2004
772004
Optimization subject to hidden constraints via statistical emulation
H Lee, R Gramacy, C Linkletter, G Gray
Pacific Journal of Optimization 7 (3), 467-478, 2011
692011
Bagging and the Bayesian bootstrap
M Clyde, H Lee
International Workshop on Artificial Intelligence and Statistics, 57-62, 2001
632001
Surrogate models for mixed discrete-continuous variables
LP Swiler, PD Hough, P Qian, X Xu, C Storlie, H Lee
Constraint Programming and Decision Making, 181-202, 2014
622014
Gaussian processes and limiting linear models
RB Gramacy, HKH Lee
Computational Statistics & Data Analysis 53 (1), 123-136, 2008
582008
Efficient models for correlated data via convolutions of intrinsic processes
HKH Lee, DM Higdon, CA Calder, CH Holloman
Statistical Modelling 5 (1), 53-74, 2005
562005
Multi-scale and hidden resolution time series models
MAR Ferreira, DM Higdon, HKH Lee, M West
54*2006
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Artiklar 1–20