Skip to content

Home Search Authors Pakistan News Saved

SciRah

SciRah does not host or store research papers. Results come live from free, official scholarly APIs, and every paper links back to its original source.

Data sources

OpenAlex
Semantic Scholar
Crossref
CORE
arXiv
PubMed

Privacy policy Terms of service

V. Picheny · SciRah

Researcher profile · Semantic Scholar

V. Picheny

Share profile

V. Picheny — researcher profile on SciRah

h-index: 28
Works: 103
Citations: 3,400

Most-cited papers

A benchmark of kriging-based infill criteria for noisy optimization
V. Picheny, Tobias Wagner, D. Ginsbourger
2013Structural And Multidisciplinary Optimization407 citations
Semantic Scholar
Sequential design of computer experiments for the estimation of a probability of failure
J. Bect, D. Ginsbourger, Ling Li, V. Picheny +1 more
2010Statistics and computing394 citations Open access
Semantic Scholar
Adaptive Designs of Experiments for Accurate Approximation of a Target Region
V. Picheny, D. Ginsbourger, O. Roustant, R. Haftka +1 more
2010333 citations Open access
Semantic Scholar
Quantile-Based Optimization of Noisy Computer Experiments With Tunable Precision
V. Picheny, D. Ginsbourger, Y. Richet, Gregory Caplin
2013Technometrics219 citations Open access
Semantic Scholar
On Information Gain and Regret Bounds in Gaussian Process Bandits
Sattar Vakili, Kia Khezeli, V. Picheny
2020International Conference on Artificial Intelligence and Statistics201 citations
Semantic Scholar
Fast Parallel Kriging-Based Stepwise Uncertainty Reduction With Application to the Identification of an Excursion Set
C. Chevalier, J. Bect, D. Ginsbourger, Emmanuel Vazquez +2 more
2014Technometrics179 citations Open access
Semantic Scholar
Multiobjective optimization using Gaussian process emulators via stepwise uncertainty reduction
V. Picheny
2013Statistics and computing140 citations Open access
Semantic Scholar
Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian
V. Picheny, R. Gramacy, Stefan M. Wild, Sébastien Le Digabel
2016Neural Information Processing Systems111 citations
Semantic Scholar
Comparison of Kriging-based algorithms for simulation optimization with heterogeneous noise
H. Jalali, I. van Nieuwenhuyse, V. Picheny
2017European Journal of Operational Research105 citations
Semantic Scholar
Application of bootstrap method in conservative estimation of reliability with limited samples
V. Picheny, Nam-Ho Kim, R. Haftka
2010101 citations
Semantic Scholar
A Stepwise uncertainty reduction approach to constrained global optimization
V. Picheny
2014International Conference on Artificial Intelligence and Statistics80 citations
Semantic Scholar
TREGO: a trust-region framework for efficient global optimization
Y. Diouane, V. Picheny, Rodolphe Le Riche, Alexandre Scotto Di Perrotolo
2021Journal of Global Optimization60 citations Open access
Semantic Scholar
A Nonstationary Space-Time Gaussian Process Model for Partially Converged Simulations
V. Picheny, D. Ginsbourger
2013SIAM/ASA J. Uncertain. Quantification59 citations Open access
Semantic Scholar
Using Cross Validation to Design Conservative Surrogates
F. Viana, V. Picheny, R. Haftka
201057 citations
Semantic Scholar
Noisy kriging-based optimization methods: A unified implementation within the DiceOptim package
V. Picheny, D. Ginsbourger
2014Computational Statistics & Data Analysis54 citations Open access
Semantic Scholar
Scalable Thompson Sampling using Sparse Gaussian Process Models
Sattar Vakili, Henry B. Moss, V. Picheny, Vincent Dutordoir +1 more
2020Neural Information Processing Systems53 citations
Semantic Scholar
Improving accuracy and compensating for uncertainty in surrogate modeling
V. Picheny
200951 citations
Semantic Scholar
Inducing Point Allocation for Sparse Gaussian Processes in High-Throughput Bayesian Optimisation
Henry B. Moss, Sebastian W. Ober, V. Picheny
2023International Conference on Artificial Intelligence and Statistics45 citations Open access
Semantic Scholar
Revisiting Bayesian optimization in the light of the COCO benchmark
Rodolphe Le Riche, V. Picheny
2021Structural And Multidisciplinary Optimization45 citations Open access
Semantic Scholar
GPareto: An R Package for Gaussian-Process-Based Multi-Objective Optimization and Analysis
M. Binois, V. Picheny
2019Journal of Statistical Software43 citations Open access
Semantic Scholar
A Bayesian optimization approach to find Nash equilibria
V. Picheny, M. Binois, A. Habbal
2016Journal of Global Optimization42 citations Open access
Semantic Scholar
Conservative Predictions Using Surrogate Modeling
V. Picheny, Nam H. Kim, R. Haftka, N. Queipo
200842 citations
Semantic Scholar
KrigInv: An efficient and user-friendly implementation of batch-sequential inversion strategies based on kriging
C. Chevalier, V. Picheny, D. Ginsbourger
2014Computational Statistics & Data Analysis39 citations Open access
Semantic Scholar
Targeting solutions in Bayesian multi-objective optimization: sequential and batch versions
David Gaudrie, R. Le Riche, V. Picheny, B. Enaux +1 more
2018Annals of Mathematics and Artificial Intelligence37 citations Open access
Semantic Scholar
Noisy Expected Improvement and on-line computation time allocation for the optimization of simulators with tunable fidelity
V. Picheny, D. Ginsbourger, Y. Richet
201036 citations
Semantic Scholar
Gaussian process optimization with failures: classification and convergence proof
F. Bachoc, C. Helbert, V. Picheny
2020Journal of Global Optimization35 citations Open access
Semantic Scholar
A review on quantile regression for stochastic computer experiments
Léonard Torossian, V. Picheny, R. Faivre, Aurélien Garivier
2020Reliability Engineering & System Safety31 citations Open access
Semantic Scholar
Bayesian Quantile and Expectile Optimisation
V. Picheny, Henry B. Moss, Léeonard Torossian, N. Durrande
2020Conference on Uncertainty in Artificial Intelligence29 citations
Semantic Scholar
Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow
V. Picheny, Joel Berkeley, Henry B. Moss, Hrvoje Stojić +12 more
2023arXiv.org28 citations Open access
Semantic Scholar
Modeling and optimization with Gaussian processes in reduced eigenbases
David Gaudrie, R. Le Riche, V. Picheny, B. Enaux +1 more
2019Structural And Multidisciplinary Optimization25 citations Open access
Semantic Scholar
The Kalai-Smorodinsky solution for many-objective Bayesian optimization
M. Binois, V. Picheny, P. Taillandier, A. Habbal
2019Journal of machine learning research24 citations
Semantic Scholar
Using numerical plant models and phenotypic correlation space to design achievable ideotypes
V. Picheny, P. Casadebaig, R. Trépos, R. Faivre +3 more
201724 citations
Semantic Scholar
Using numerical plant models and phenotypic correlation space to design achievable ideotypes.
V. Picheny, P. Casadebaig, R. Trépos, R. Faivre +3 more
2016Plant, Cell and Environment24 citations Open access
Semantic Scholar
X-Armed Bandits: Optimizing Quantiles, CVaR and Other Risks.
Léonard Torossian, Aurélien Garivier, V. Picheny
201918 citations
Semantic Scholar
A framework for allocating conservation resources among multiple threats and actions
Joslin L. Moore, Abbey E. Camaclang, Alana L. Moore, Cindy E. Hauser +3 more
2021Conservation Biology17 citations Open access
Semantic Scholar
Optimization of black-box models with uncertain climatic inputs—Application to sunflower ideotype design
V. Picheny, R. Trépos, P. Casadebaig
2017PLoS ONE17 citations Open access
Semantic Scholar
Interpretable sparse SIR for functional data
V. Picheny, Rémi Servien, N. Villa-Vialaneix
2016Statistics and computing16 citations Open access
Semantic Scholar
Budgeted Multi-Objective Optimization with a Focus on the Central Part of the Pareto Front - Extended Version
David Gaudrie, R. Le Riche, V. Picheny, B. Enaux +1 more
2018arXiv.org13 citations
Semantic Scholar
Regret Bounds for Noise-Free Bayesian Optimization
Sattar Vakili, V. Picheny, N. Durrande
2020arXiv.org12 citations
Semantic Scholar
Conservative Prediction via Safety Margin: Design Through Cross-Validation and Benefits of Multiple Surrogates
F. Viana, V. Picheny, R. Haftka
2009Design Automation Conference12 citations
Semantic Scholar
Fast kriging-based stepwise uncertainty reduction with application to the identification of an excursion set
C. Chevalier, J. Bect, D. Ginsbourger, Emmanuel Vazquez +2 more
201911 citations
Semantic Scholar
Ordinal Bayesian Optimisation
V. Picheny, Sattar Vakili, A. Artemev
2019arXiv.org10 citations
Semantic Scholar
Gears Design with Shape Uncertainties Using Controlled Monte Carlo Simulations and Kriging
R. Le Riche, V. Picheny, André Meyer, Nam-Ho Kim +1 more
200910 citations
Semantic Scholar
Fantasizing with Dual GPs in Bayesian Optimization and Active Learning
Paul E. Chang, Prakhar Verma, S. T. John, V. Picheny +2 more
2022arXiv.org8 citations Open access
Semantic Scholar
Sequential design of experiments for estimating percentiles of black-box functions
Tatiana Labopin-Richard, V. Picheny
20168 citations Open access
Semantic Scholar
Comparison of Kriging-Based Methods for Simulation Optimization with Heterogeneous Noise
H. Jalali, I. van Nieuwenhuyse, V. Picheny
20158 citations Open access
Semantic Scholar
Using the Efficient Global Optimization Algorithm to Assist Nuclear Criticality Safety Assessment
Y. Richet, Gregory Caplin, J. Crevel, D. Ginsbourger +1 more
20137 citations
Semantic Scholar
Adaptive Designs of Experiments for Accurate Approximation of Target Regions
V. Picheny, D. Ginsbourger, O. Roustant, R. Haftka +1 more
20206 citations
Semantic Scholar
Increased genetic diversity improves crop yield stability under climate variability: a computational study on sunflower
P. Casadebaig, Ronan Tr'epos, V. Picheny, N. Langlade +2 more
20146 citations
Semantic Scholar
Information-theoretic Inducing Point Placement for High-throughput Bayesian Optimisation
Henry B. Moss, Sebastian W. Ober, V. Picheny
2022arXiv.org5 citations Open access
Semantic Scholar

Frequent co-authors

Invite them to SciRah by sharing their profile.

D. Ginsbourger×13
Invite
D. Ginsbourger — researcher profile on SciRah
R. Haftka×6
Invite
R. Haftka — researcher profile on SciRah
Henry B. Moss×6
Invite
Henry B. Moss — researcher profile on SciRah
Y. Richet×5
Invite
Y. Richet — researcher profile on SciRah

×5

Invite

Sattar Vakili — researcher profile on SciRah

Invite

R. Le Riche — researcher profile on SciRah

P. Casadebaig×4

Invite

P. Casadebaig — researcher profile on SciRah

Invite

J. Bect — researcher profile on SciRah

Emmanuel Vazquez×3

Invite

Emmanuel Vazquez — researcher profile on SciRah

Invite

Nam-Ho Kim — researcher profile on SciRah

C. Chevalier×3

Invite

C. Chevalier — researcher profile on SciRah

Invite

A. Artemev — researcher profile on SciRah