Joshua D Griffin
Joshua D Griffin
Verified email at sas.com
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Year
Dakota, A Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis: Version 6.13 User's …
B Adams, W Bohnhoff, K Dalbey, M Ebeida, J Eddy, M Eldred, R Hooper, ...
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2020
11242020
Bayesian guided pattern search for robust local optimization
MA Taddy, HKH Lee, GA Gray, JD Griffin
Technometrics 51 (4), 389-401, 2009
942009
Bayesian guided pattern search for robust local optimization
MA Taddy, HKH Lee, GA Gray, JD Griffin
Technometrics 51 (4), 389-401, 2009
942009
Asynchronous parallel generating set search for linearly constrained optimization
JD Griffin, TG Kolda, RM Lewis
SIAM Journal on Scientific Computing 30 (4), 1892-1924, 2008
742008
Genome-wide association study of resistance to soybean cyst nematode (Heterodera glycines) HG Type 2.5. 7 in wild soybean (Glycine soja)
H Zhang, C Li, EL Davis, J Wang, JD Griffin, J Kofsky, BH Song
Frontiers in plant science 7, 1214, 2016
612016
Iterative methods for finding a trust-region step
JB Erway, PE Gill, JD Griffin
SIAM Journal on Optimization 20 (2), 1110-1131, 2009
602009
Iterative solution of augmented systems arising in interior methods
A Forsgren, PE Gill, JD Griffin
SIAM Journal on Optimization 18 (2), 666-690, 2007
592007
Autotune: A derivative-free optimization framework for hyperparameter tuning
P Koch, O Golovidov, S Gardner, B Wujek, J Griffin, Y Xu
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
322018
Nonlinearly constrained optimization using heuristic penalty methods and asynchronous parallel generating set search
JD Griffin, TG Kolda
Applied Mathematics Research eXpress 2010 (1), 36-62, 2010
312010
Asynchronous parallel hybrid optimization combining DIRECT and GSS
JD Griffin, TG Kolda
Optimization Methods & Software 25 (5), 797-817, 2010
292010
Distributed hyperparameter tuning system for machine learning
PN Koch, BA Wujek, OB Golovidov, SJ Gardner, JD Griffin, SR Pope, Y Xu
US Patent 10,360,517, 2019
272019
Nonlinearly-constrained optimization using asynchronous parallel generating set search.
JD Griffin, TG Kolda
Sandia National Laboratories, 2007
272007
Extracting clusters from large datasets with multiple similarity measures using IMSCAND
TM Selee, TG Kolda, WP Kegelmeyer, JD Griffin
CSRI Summer Proceedings, 87-103, 2007
242007
Genetic architecture of wild soybean (Glycine soja) response to soybean cyst nematode (Heterodera glycines)
H Zhang, Q Song, JD Griffin, BH Song
Molecular Genetics and Genomics 292 (6), 1257-1265, 2017
232017
Support vector machine classifiers for large data sets.
EM Gertz, JD Griffin
Argonne National Lab.(ANL), Argonne, IL (United States), 2006
202006
Trust-region algorithms for training responses: machine learning methods using indefinite Hessian approximations
JB Erway, J Griffin, RF Marcia, R Omheni
Optimization Methods and Software 35 (3), 460-487, 2020
172020
Hybrid optimization schemes for simulation-based problems
GA Gray, K Fowler, JD Griffin
Procedia Computer Science 1 (1), 1349-1357, 2010
172010
Using an iterative linear solver in an interior-point method for generating support vector machines
EM Gertz, JD Griffin
Computational Optimization and Applications 47 (3), 431-453, 2010
132010
Derivative-free optimization via evolutionary algorithms guiding local search (eagls) for minlp
JD Griffin, KR Fowler, GA Gray, T Hemker, MD Parno
Pacific Journal of Optimization 7, 425-443, 2011
122011
Dakota version 4.1 users manual
MS Eldred, BM Adams, DM Gay, LP Swiler, K Haskell, WJ Bohnhoff, ...
Sandia National Laboratories, 2006
102006
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