BibTeX records: David Ginsbourger

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@article{DBLP:journals/jgo/BinoisGR20,
  author    = {Micka{\"{e}}l Binois and
               David Ginsbourger and
               Olivier Roustant},
  title     = {On the choice of the low-dimensional domain for global optimization
               via random embeddings},
  journal   = {J. Global Optimization},
  volume    = {76},
  number    = {1},
  pages     = {69--90},
  year      = {2020},
  url       = {https://doi.org/10.1007/s10898-019-00839-1},
  doi       = {10.1007/s10898-019-00839-1},
  timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/jgo/BinoisGR20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/AzzimontiGRI19,
  author    = {Dario Azzimonti and
               David Ginsbourger and
               Jeremy Rohmer and
               Deborah Idier},
  title     = {Profile Extrema for Visualizing and Quantifying Uncertainties on Excursion
               Regions: Application to Coastal Flooding},
  journal   = {Technometrics},
  volume    = {61},
  number    = {4},
  pages     = {474--493},
  year      = {2019},
  url       = {https://doi.org/10.1080/00401706.2018.1562987},
  doi       = {10.1080/00401706.2018.1562987},
  timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/technometrics/AzzimontiGRI19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-04086,
  author    = {Poompol Buathong and
               David Ginsbourger and
               Tipaluck Krityakierne},
  title     = {Kernels over Sets of Finite Sets using {RKHS} Embeddings, with Application
               to Bayesian (Combinatorial) Optimization},
  journal   = {CoRR},
  volume    = {abs/1910.04086},
  year      = {2019},
  url       = {http://arxiv.org/abs/1910.04086},
  archivePrefix = {arXiv},
  eprint    = {1910.04086},
  timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1910-04086.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05005,
  author    = {No{\'{e}}mie Jaquier and
               David Ginsbourger and
               Sylvain Calinon},
  title     = {Learning from demonstration with model-based Gaussian process},
  journal   = {CoRR},
  volume    = {abs/1910.05005},
  year      = {2019},
  url       = {http://arxiv.org/abs/1910.05005},
  archivePrefix = {arXiv},
  eprint    = {1910.05005},
  timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/corr/abs-1910-05005.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/MarminGBL18,
  author    = {S{\'{e}}bastien Marmin and
               David Ginsbourger and
               Jean Baccou and
               Jacques Liandrat},
  title     = {Warped Gaussian Processes and Derivative-Based Sequential Designs
               for Functions with Heterogeneous Variations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {6},
  number    = {3},
  pages     = {991--1018},
  year      = {2018},
  url       = {https://doi.org/10.1137/17M1129179},
  doi       = {10.1137/17M1129179},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/MarminGBL18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/AzzimontiBCG16,
  author    = {Dario Azzimonti and
               Julien Bect and
               Cl{\'{e}}ment Chevalier and
               David Ginsbourger},
  title     = {Quantifying Uncertainties on Excursion Sets Under a Gaussian Random
               Field Prior},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {4},
  number    = {1},
  pages     = {850--874},
  year      = {2016},
  url       = {https://doi.org/10.1137/141000749},
  doi       = {10.1137/141000749},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/AzzimontiBCG16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/PichenyGK16,
  author    = {Victor Picheny and
               David Ginsbourger and
               Tipaluck Krityakierne},
  title     = {Comment: Some Enhancements Over the Augmented Lagrangian Approach},
  journal   = {Technometrics},
  volume    = {58},
  number    = {1},
  pages     = {17--21},
  year      = {2016},
  url       = {https://doi.org/10.1080/00401706.2015.1079246},
  doi       = {10.1080/00401706.2015.1079246},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/technometrics/PichenyGK16.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/BinoisGR15,
  author    = {Micka{\"{e}}l Binois and
               David Ginsbourger and
               Olivier Roustant},
  title     = {Quantifying uncertainty on Pareto fronts with Gaussian process conditional
               simulations},
  journal   = {Eur. J. Oper. Res.},
  volume    = {243},
  number    = {2},
  pages     = {386--394},
  year      = {2015},
  url       = {https://doi.org/10.1016/j.ejor.2014.07.032},
  doi       = {10.1016/j.ejor.2014.07.032},
  timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/eor/BinoisGR15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/BinoisGR15,
  author    = {Micka{\"{e}}l Binois and
               David Ginsbourger and
               Olivier Roustant},
  editor    = {Clarisse Dhaenens and
               Laetitia Jourdan and
               Marie{-}El{\'{e}}onore Marmion},
  title     = {A Warped Kernel Improving Robustness in Bayesian Optimization Via
               Random Embeddings},
  booktitle = {Learning and Intelligent Optimization - 9th International Conference,
               {LION} 9, Lille, France, January 12-15, 2015. Revised Selected Papers},
  series    = {Lecture Notes in Computer Science},
  volume    = {8994},
  pages     = {281--286},
  publisher = {Springer},
  year      = {2015},
  url       = {https://doi.org/10.1007/978-3-319-19084-6\_28},
  doi       = {10.1007/978-3-319-19084-6\_28},
  timestamp = {Tue, 14 May 2019 10:00:51 +0200},
  biburl    = {https://dblp.org/rec/conf/lion/BinoisGR15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MarminCG15,
  author    = {S{\'{e}}bastien Marmin and
               Cl{\'{e}}ment Chevalier and
               David Ginsbourger},
  editor    = {Panos M. Pardalos and
               Mario Pavone and
               Giovanni Maria Farinella and
               Vincenzo Cutello},
  title     = {Differentiating the Multipoint Expected Improvement for Optimal Batch
               Design},
  booktitle = {Machine Learning, Optimization, and Big Data - First International
               Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
               Selected Papers},
  series    = {Lecture Notes in Computer Science},
  volume    = {9432},
  pages     = {37--48},
  publisher = {Springer},
  year      = {2015},
  url       = {https://doi.org/10.1007/978-3-319-27926-8\_4},
  doi       = {10.1007/978-3-319-27926-8\_4},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/mod/MarminCG15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KrityakierneG15,
  author    = {Tipaluck Krityakierne and
               David Ginsbourger},
  editor    = {Panos M. Pardalos and
               Mario Pavone and
               Giovanni Maria Farinella and
               Vincenzo Cutello},
  title     = {Global Optimization with Sparse and Local Gaussian Process Models},
  booktitle = {Machine Learning, Optimization, and Big Data - First International
               Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
               Selected Papers},
  series    = {Lecture Notes in Computer Science},
  volume    = {9432},
  pages     = {185--196},
  publisher = {Springer},
  year      = {2015},
  url       = {https://doi.org/10.1007/978-3-319-27926-8\_16},
  doi       = {10.1007/978-3-319-27926-8\_16},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/mod/KrityakierneG15.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/ChevalierPG14,
  author    = {Cl{\'{e}}ment Chevalier and
               Victor Picheny and
               David Ginsbourger},
  title     = {KrigInv: An efficient and user-friendly implementation of batch-sequential
               inversion strategies based on kriging},
  journal   = {Comput. Stat. Data Anal.},
  volume    = {71},
  pages     = {1021--1034},
  year      = {2014},
  url       = {https://doi.org/10.1016/j.csda.2013.03.008},
  doi       = {10.1016/j.csda.2013.03.008},
  timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/csda/ChevalierPG14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/PichenyG14,
  author    = {Victor Picheny and
               David Ginsbourger},
  title     = {Noisy kriging-based optimization methods: {A} unified implementation
               within the DiceOptim package},
  journal   = {Comput. Stat. Data Anal.},
  volume    = {71},
  pages     = {1035--1053},
  year      = {2014},
  url       = {https://doi.org/10.1016/j.csda.2013.03.018},
  doi       = {10.1016/j.csda.2013.03.018},
  timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/csda/PichenyG14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/GinsbourgerBCPG14,
  author    = {David Ginsbourger and
               Jean Baccou and
               Cl{\'{e}}ment Chevalier and
               Fr{\'{e}}d{\'{e}}ric Perales and
               Nicolas Garland and
               Yann Monerie},
  title     = {Bayesian Adaptive Reconstruction of Profile Optima and Optimizers},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {2},
  number    = {1},
  pages     = {490--510},
  year      = {2014},
  url       = {https://doi.org/10.1137/130949555},
  doi       = {10.1137/130949555},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/GinsbourgerBCPG14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/ChevalierBGVPR14,
  author    = {Cl{\'{e}}ment Chevalier and
               Julien Bect and
               David Ginsbourger and
               Emmanuel V{\'{a}}zquez and
               Victor Picheny and
               Yann Richet},
  title     = {Fast Parallel Kriging-Based Stepwise Uncertainty Reduction With Application
               to the Identification of an Excursion Set},
  journal   = {Technometrics},
  volume    = {56},
  number    = {4},
  pages     = {455--465},
  year      = {2014},
  url       = {https://doi.org/10.1080/00401706.2013.860918},
  doi       = {10.1080/00401706.2013.860918},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/technometrics/ChevalierBGVPR14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcqmc/GinsbourgerRSDL14,
  author    = {David Ginsbourger and
               Olivier Roustant and
               Dominic Schuhmacher and
               Nicolas Durrande and
               Nicolas Lenz},
  editor    = {Ronald Cools and
               Dirk Nuyens},
  title     = {On {ANOVA} Decompositions of Kernels and Gaussian Random Field Paths},
  booktitle = {Monte Carlo and Quasi-Monte Carlo Methods, {MCQMC} 2014, Leuven, Belgium,
               April 2014},
  series    = {Springer Proceedings in Mathematics and Statistics},
  volume    = {163},
  pages     = {315--330},
  publisher = {Springer},
  year      = {2014},
  url       = {https://doi.org/10.1007/978-3-319-33507-0\_15},
  doi       = {10.1007/978-3-319-33507-0\_15},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/mcqmc/GinsbourgerRSDL14.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/juq/PichenyG13,
  author    = {Victor Picheny and
               David Ginsbourger},
  title     = {A Nonstationary Space-Time Gaussian Process Model for Partially Converged
               Simulations},
  journal   = {{SIAM/ASA} J. Uncertain. Quantification},
  volume    = {1},
  number    = {1},
  pages     = {57--78},
  year      = {2013},
  url       = {https://doi.org/10.1137/120882834},
  doi       = {10.1137/120882834},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/juq/PichenyG13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/DurrandeGRC13,
  author    = {Nicolas Durrande and
               David Ginsbourger and
               Olivier Roustant and
               Laurent Carraro},
  title     = {{ANOVA} kernels and {RKHS} of zero mean functions for model-based
               sensitivity analysis},
  journal   = {J. Multivar. Anal.},
  volume    = {115},
  pages     = {57--67},
  year      = {2013},
  url       = {https://doi.org/10.1016/j.jmva.2012.08.016},
  doi       = {10.1016/j.jmva.2012.08.016},
  timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/ma/DurrandeGRC13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/PichenyGRC13,
  author    = {Victor Picheny and
               David Ginsbourger and
               Yann Richet and
               Gregory Caplin},
  title     = {Quantile-Based Optimization of Noisy Computer Experiments With Tunable
               Precision},
  journal   = {Technometrics},
  volume    = {55},
  number    = {1},
  pages     = {2--13},
  year      = {2013},
  url       = {https://doi.org/10.1080/00401706.2012.707580},
  doi       = {10.1080/00401706.2012.707580},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/technometrics/PichenyGRC13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/PichenyGRC13a,
  author    = {Victor Picheny and
               David Ginsbourger and
               Yann Richet and
               Gregory Caplin},
  title     = {Rejoinder},
  journal   = {Technometrics},
  volume    = {55},
  number    = {1},
  pages     = {31--36},
  year      = {2013},
  url       = {https://doi.org/10.1080/00401706.2012.759155},
  doi       = {10.1080/00401706.2012.759155},
  timestamp = {Sat, 27 May 2017 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/technometrics/PichenyGRC13a.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/ChevalierG13,
  author    = {Cl{\'{e}}ment Chevalier and
               David Ginsbourger},
  editor    = {Giuseppe Nicosia and
               Panos M. Pardalos},
  title     = {Fast Computation of the Multi-Points Expected Improvement with Applications
               in Batch Selection},
  booktitle = {Learning and Intelligent Optimization - 7th International Conference,
               {LION} 7, Catania, Italy, January 7-11, 2013, Revised Selected Papers},
  series    = {Lecture Notes in Computer Science},
  volume    = {7997},
  pages     = {59--69},
  publisher = {Springer},
  year      = {2013},
  url       = {https://doi.org/10.1007/978-3-642-44973-4\_7},
  doi       = {10.1007/978-3-642-44973-4\_7},
  timestamp = {Tue, 14 May 2019 10:00:51 +0200},
  biburl    = {https://dblp.org/rec/conf/lion/ChevalierG13.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/BectGLPV12,
  author    = {Julien Bect and
               David Ginsbourger and
               Ling Li and
               Victor Picheny and
               Emmanuel V{\'{a}}zquez},
  title     = {Sequential design of computer experiments for the estimation of a
               probability of failure},
  journal   = {Stat. Comput.},
  volume    = {22},
  number    = {3},
  pages     = {773--793},
  year      = {2012},
  url       = {https://doi.org/10.1007/s11222-011-9241-4},
  doi       = {10.1007/s11222-011-9241-4},
  timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/journals/sac/BectGLPV12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/PreussWG12,
  author    = {Mike Preuss and
               Tobias Wagner and
               David Ginsbourger},
  editor    = {Youssef Hamadi and
               Marc Schoenauer},
  title     = {High-Dimensional Model-Based Optimization Based on Noisy Evaluations
               of Computer Games},
  booktitle = {Learning and Intelligent Optimization - 6th International Conference,
               {LION} 6, Paris, France, January 16-20, 2012, Revised Selected Papers},
  series    = {Lecture Notes in Computer Science},
  volume    = {7219},
  pages     = {145--159},
  publisher = {Springer},
  year      = {2012},
  url       = {https://doi.org/10.1007/978-3-642-34413-8\_11},
  doi       = {10.1007/978-3-642-34413-8\_11},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/lion/PreussWG12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/JanusevskisRGG12,
  author    = {Janis Janusevskis and
               Rodolphe Le Riche and
               David Ginsbourger and
               Ramunas Girdziusas},
  editor    = {Youssef Hamadi and
               Marc Schoenauer},
  title     = {Expected Improvements for the Asynchronous Parallel Global Optimization
               of Expensive Functions: Potentials and Challenges},
  booktitle = {Learning and Intelligent Optimization - 6th International Conference,
               {LION} 6, Paris, France, January 16-20, 2012, Revised Selected Papers},
  series    = {Lecture Notes in Computer Science},
  volume    = {7219},
  pages     = {413--418},
  publisher = {Springer},
  year      = {2012},
  url       = {https://doi.org/10.1007/978-3-642-34413-8\_37},
  doi       = {10.1007/978-3-642-34413-8\_37},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/lion/JanusevskisRGG12.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qre/GinsbourgerHC08,
  author    = {David Ginsbourger and
               C{\'{e}}line Helbert and
               Laurent Carraro},
  title     = {Discrete mixtures of kernels for Kriging-based optimization},
  journal   = {Quality and Reliability Eng. Int.},
  volume    = {24},
  number    = {6},
  pages     = {681--691},
  year      = {2008},
  url       = {https://doi.org/10.1002/qre.945},
  doi       = {10.1002/qre.945},
  timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/journals/qre/GinsbourgerHC08.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}
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