Thierry Klein

Statistics and Probability · 2004–2020

A researcher in the Science corpus: 8 papers; trusts 23 researchers and is trusted by 8 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 34 citations into it; #8,371 of 12,932 by trust here, #4,371 by citations
• Applied Mathematics — 29 citations into it; #4,859 of 7,620 by trust here, #4,482 by citations
• Computational Theory and Mathematics — 14 citations into it; #6,821 of 12,182 by trust here, #4,199 by citations
• Geometry and Topology — 11 citations into it
• Artificial Intelligence — 7 citations into it
• Computer Vision and Pattern Recognition — 6 citations into it
• Civil and Structural Engineering — 5 citations into it; #4,604 of 6,160 by trust here, #5,397 by citations

Whom Thierry Klein trusts overall

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

1. Cédric Villani
2. Martial Agueh
3. Ilya M. Sobol
4. Brendan Pass
5. Nicolas Bonneel
6. Guillaume Carlier
7. Andrea Saltelli
8. Julien Rabin
9. Bertrand Iooss
10. Marco Cuturi

Who trusts Thierry Klein overall

1. Gonzalo Rios
2. Zdenek Kala
3. Fabrice Gamboa
4. Julio D. Backhoff Veraguas
5. Brendan Pass
6. G. Peyr'e
7. Joaquín Fontbona

Papers from Thierry Klein's perspective

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

1. Topics in Optimal Transportation
2. Convex analysis and variational problems
3. Fast Computation of Wasserstein Barycenters
4. Calculations of Sobol indices for the Gaussian process metamodel (Reliability Engineering & System Safety)
5. Making best use of model evaluations to compute sensitivity indices
6. Implementation and evaluation of nonparametric regression procedures for sensitivity analysis of computationally demanding models (Reliability Engineering & System Safety)
7. Sensitivity Estimates for Nonlinear Mathematical Models
8. Barycenters in the Wasserstein Space
9. Concentration Inequalities: A Nonasymptotic Theory of Independence
10. Optimal transportation with infinitely many marginals

Their papers

• Global Sensitivity Analysis: a new generation of mighty estimators based on rank statistics (2020) — 53 citations
• Martingales and Profile of Binary Search Trees (2004) — 65 citations
• Characterization of barycenters in the Wasserstein space by averaging optimal transport maps (2012) — 77 citations
• Asymptotic normality and efficiency of two Sobol index estimators (2013) — 256 citations
• Statistical inference for Sobol pick-freeze Monte Carlo method (2013) — 82 citations
• New sensitivity analysis subordinated to a contrast (2013) — 83 citations
• Sensitivity analysis for multidimensional and functional outputs (2013) — 133 citations
• Consistent estimation of a population barycenter in the Wasserstein space (2013) — 62 citations