X
Search Filters
Format Format
Subjects Subjects
Subjects Subjects
X
Sort by Item Count (A-Z)
Filter by Count
mathematics (23) 23
computer science (16) 16
optimization (14) 14
statistics (14) 14
computer experiments (9) 9
statistics & probability (9) 9
algorithms (8) 8
analysis (8) 8
gaussian processes (8) 8
global optimization (8) 8
kriging (8) 8
life sciences (8) 8
simulation (8) 8
computer simulation (6) 6
design (6) 6
optimization and control (6) 6
[sdv]life sciences [q-bio] (5) 5
artificial intelligence (5) 5
computer science, interdisciplinary applications (5) 5
design optimization (5) 5
lasso (5) 5
mathematical optimization (5) 5
other statistics (5) 5
probability of failure (5) 5
statistics and computing/statistics programs (5) 5
convex program (4) 4
directed acyclic graphs (4) 4
efficient global optimization (4) 4
engineering design (4) 4
methods (4) 4
probability and statistics in computer science (4) 4
sequential design (4) 4
statistical theory and methods (4) 4
uncertainty (4) 4
[ sdv ] life sciences [q-bio] (3) 3
[ stat.ml ] statistics [stat]/machine learning [stat.ml] (3) 3
active learning (3) 3
algorithm (3) 3
computation (3) 3
computer science, theory & methods (3) 3
gaussian process (3) 3
improvement criteria (3) 3
machine learning (3) 3
mechanics (3) 3
multiple objective analysis (3) 3
research (3) 3
stepwise uncertainty reduction (3) 3
sunflower (3) 3
usage (3) 3
[ info.info-mo ] computer science [cs]/modeling and simulation (2) 2
[ math.math-oc ] mathematics [math]/optimization and control [math.oc] (2) 2
[ math.math-st ] mathematics [math]/statistics [math.st] (2) 2
[ stat.co ] statistics [stat]/computation [stat.co] (2) 2
[ stat.th ] statistics [stat]/statistics theory [stat.th] (2) 2
aerospace engineering (2) 2
agronomy (2) 2
bayesian analysis (2) 2
climate-change (2) 2
computational mathematics and numerical analysis (2) 2
conservative estimation (2) 2
construction (2) 2
covariance (2) 2
criteria (2) 2
crops (2) 2
design and construction (2) 2
design of experiments (2) 2
earth sciences (2) 2
efficient (2) 2
ego (2) 2
engineering (2) 2
engineering models (2) 2
engineering, multidisciplinary (2) 2
expected improvement (2) 2
graphs (2) 2
heterogeneous noise (2) 2
index medicus (2) 2
mathematical models (2) 2
mathematics - statistics theory (2) 2
mathematics, applied (2) 2
mathematics, interdisciplinary applications (2) 2
methodology (2) 2
modeling and simulation (2) 2
operations research & management science (2) 2
optimization via simulation (2) 2
pareto front (2) 2
preference-based optimization (2) 2
quantitative biology - populations and evolution (2) 2
ranking and selection (2) 2
regression (2) 2
reliability (2) 2
sampling (2) 2
statistical analysis (2) 2
statistical methods (2) 2
statistics - machine learning (2) 2
statistics theory (2) 2
stochastic kriging (2) 2
theoretical and applied mechanics (2) 2
tournesol (2) 2
uncertainty quantification (2) 2
65kxx (1) 1
more...
Language Language
Publication Date Publication Date
Click on a bar to filter by decade
Slide to change publication date range


Journal of Machine Learning Research, ISSN 1532-4435, 2014, Volume 33, pp. 787 - 795
Journal Article
Structural and multidisciplinary optimization, ISSN 1615-1488, 2013, Volume 48, Issue 3, pp. 607 - 626
Journal Article
JOURNAL OF STATISTICAL SOFTWARE, ISSN 1548-7660, 05/2019, Volume 89, Issue 8, pp. 1 - 30
The GPareto package for R provides multi-objective optimization algorithms for expensive black-box functions and an ensemble of dedicated uncertainty... 
Pareto front | uncertainty quantification | DESIGN | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | kriging | GLOBAL OPTIMIZATION | ALGORITHM | STATISTICS & PROBABILITY | MODEL | IMPROVEMENT CRITERIA | EFFICIENT | efficient global optimization | Mathematics | Computer Science | pareto front
Journal Article
Technometrics, ISSN 0040-1706, 02/2013, Volume 55, Issue 1, pp. 2 - 13
Journal Article
Journal of Global Optimization, ISSN 0925-5001, 1/2019, Volume 73, Issue 1, pp. 171 - 192
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 08/2017, Volume 261, Issue 1, pp. 279 - 301
•We test six Kriging-based methods on known test functions with heterogeneous noise.•Both the strength and structure of the noise affect algorithm... 
Ranking and selection | Simulation | Optimization via simulation | Stochastic Kriging | Heterogeneous noise | SYSTEM | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | EFFICIENT GLOBAL OPTIMIZATION | SEARCH | EXPECTED IMPROVEMENT | Learning models (Stochastic processes) | Algorithms | Mathematical optimization | Analysis
Journal Article
Statistics and Computing, ISSN 0960-3174, 11/2018, Volume 28, Issue 6, pp. 1231 - 1231
... likelihood Magali Champion 1,2 · Victor Picheny 3 · Matthieu Vignes 4 Published online: 8 December 2017 © The Author(s) 2017. This article is an open access publication... 
Statistics and Computing/Statistics Programs | Artificial Intelligence (incl. Robotics) | Statistical Theory and Methods | Statistics | Probability and Statistics in Computer Science
Journal Article
Statistics and Computing, ISSN 0960-3174, 7/2018, Volume 28, Issue 4, pp. 905 - 921
...Stat Comput (2018) 28:905–921 https://doi.org/10.1007/s11222-017-9769-z Inferring large graphs using 1 -penalized likelihood Magali Champion 1 · Victor Picheny... 
Statistics and Computing/Statistics Programs | Directed acyclic graphs | Lasso | Convex program | Artificial Intelligence (incl. Robotics) | Statistical Theory and Methods | Statistics | Optimization | Probability and Statistics in Computer Science
Journal Article
Statistics and computing, ISSN 1573-1375, 2018, Volume 29, Issue 2, pp. 255 - 267
Journal Article
Annals of mathematics and artificial intelligence, ISSN 1573-7470, 2019, Volume 88, Issue 1-3, pp. 187 - 212
Multi-objective optimization aims at finding trade-off solutions to conflicting objectives. These constitute the Pareto optimal set. In the context of... 
Computer experiments | MATHEMATICS, APPLIED | Parallel optimization | Gaussian processes | GLOBAL OPTIMIZATION | ALGORITHM | Preference-based optimization | Bayesian optimization | IMPROVEMENT CRITERIA | 65Kxx | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Other Statistics | Mathematics | Optimization and Control | Statistics
Journal Article
Statistics and computing, ISSN 0960-3174, 2017
We address the issue of recovering the structure of large sparse directed acyclic graphs from noisy observations of the system. We propose a novel procedure... 
Life Sciences
Journal Article
Statistica Sinica, ISSN 1017-0405, 2018, Volume 28, pp. 853 - 877
Estimating percentiles of black-box deterministic functions with random inputs is a challenging task when the number of function evaluations is severely... 
Statistics | Statistics Theory
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 03/2014, Volume 71, pp. 1035 - 1053
Kriging-based optimization relying on noisy evaluations of complex systems has recently motivated contributions from various research communities. Five... 
Computer experiments | Active learning | Gaussian processes | DESIGN | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | GLOBAL OPTIMIZATION | STATISTICS & PROBABILITY | SIMULATION | Complex systems | Mathematics | Computer Science
Journal Article
Structural and multidisciplinary optimization, ISSN 1615-1488, 2009, Volume 41, Issue 2, pp. 205 - 217
Journal Article
Journal of mechanical design (1990), ISSN 1528-9001, 2010, Volume 132, Issue 7, pp. 0710081 - 0710089
This paper addresses the issue of designing experiments for a metamodel that needs to be accurate for a certain level of the response value. Such a situation... 
COMPUTER | MODELS | ENGINEERING, MECHANICAL | GLOBAL OPTIMIZATION | Engineering design | Engineering models | Approximation theory | Reliability (Engineering) | Research | Methods | Modeling and Simulation | Computer Science
Journal Article