Julien Bect

Statistics and Probability · 2007–2011

A researcher in the Science corpus: 3 papers; trusts 8 researchers and is trusted by 14 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 19 citations into it
• Computational Theory and Mathematics — 14 citations into it; #3,472 of 12,182 by trust here, #3,681 by citations
• Management Science and Operations Research — 14 citations into it
• Artificial Intelligence — 10 citations into it; #12,362 of 35,345 by trust here, #21,316 by citations
• Mathematical Optimization — 7 citations into it

Whom Julien Bect trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Anthony OʼHagan
2. Jeremy E. Oakley
3. Donald R. Jones
4. Jonas Mockus
5. Harold J. Kushner
6. Michael L. Stein
7. Michael A. Osborne
8. Ilya S. Molchanov
9. Reuven Y. Rubinstein
10. Michael E. Hohn

Who trusts Julien Bect overall

1. Nando de Freitas
2. Paul Lemaître
3. Hamidreza Hamdi
4. Ky Khac Vu
5. Ziyun Wang
6. Loic Le Gratiet

Papers from Julien Bect's perspective

Ordered by how strongly the researchers Julien Bect trusts endorse each paper. Same corpus, a different order for every researcher.

1. Design and analysis of computer experiments
2. Efficient Global Optimization of Expensive Black-Box Functions
3. A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise
4. A Framework for Validation of Computer Models (Technometrics)
5. A Taxonomy of Global Optimization Methods Based on Response Surfaces
6. Interpolation of spatial data
7. Probabilistic sensitivity analysis of complex models: a Bayesian approach
8. A Correspondence Between Bayesian Estimation on Stochastic Processes and Smoothing by Splines
9. Bayesian inference for the uncertainty distribution of computer model outputs
10. Kriging is well-suited to parallelize optimization

Their papers

• Robust Gaussian Process-Based Global Optimization Using a Fully Bayesian Expected Improvement Criterion (2011) — 77 citations
• Convergence properties of the expected improvement algorithm with fixed mean and covariance functions (2007) — 252 citations
• Sequential design of computer experiments for the estimation of a probability of failure (2010) — 386 citations