Fabrice Gamboa

Statistics and Probability · 2007–2021

A researcher in the Science corpus: 9 papers; trusts 15 researchers and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 45 citations into it; #8,237 of 12,932 by trust here, #4,809 by citations
• Applied Mathematics — 14 citations into it
• Computational Theory and Mathematics — 14 citations into it
• Artificial Intelligence — 13 citations into it
• Civil and Structural Engineering — 8 citations into it
• Management Science and Operations Research — 8 citations into it
• Control and Systems Engineering — 7 citations into it
• Statistical and Nonlinear Physics — 5 citations into it; #6,068 of 10,127 by trust here, #5,625 by citations

Whom Fabrice Gamboa trusts overall

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

1. Emanuele Borgonovo
2. Alexandre Janon
3. Bertrand Iooss
4. Giles Hooker
5. Stéphane Boucheron
6. Ilya M. Sobol
7. Thierry Klein
8. Clémentine Prieur
9. Andrea Saltelli
10. Eric R. Ziegel

Who trusts Fabrice Gamboa overall

1. Giles Hooker
2. Clémentine Prieur
3. Jérémie Bigot
4. Gaelle Chastaing
5. Thierry Klein
6. Thibaut Le Gouic

Papers from Fabrice Gamboa's perspective

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

1. The Elements of Statistical Learning
2. Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates
3. Concentration Inequalities: A Nonasymptotic Theory of Independence
4. Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models
5. A new uncertainty importance measure (Reliability Engineering & System Safety)
6. Sensitivity Analysis for Importance Assessment
7. Certifying and Removing Disparate Impact
8. Global Sensitivity Analysis: The Primer
9. Topics in Optimal Transportation
10. A new approach to variable selection in least squares problems

Their papers

• Generalized Hoeffding-Sobol Decomposition for Dependent Variables -Application to Sensitivity Analysis (2011) — 181 citations
• Global Sensitivity Analysis: a new generation of mighty estimators based on rank statistics (2020) — 53 citations
• Statistical inference for Sobol pick-freeze Monte Carlo method (2013) — 82 citations
• Obtaining Fairness using Optimal Transport Theory (2018) — 216 citations
• Sensitivity analysis for multidimensional and functional outputs (2013) — 133 citations
• Basics and Trends in Sensitivity Analysis (2021) — 113 citations
• Generalized Sobol sensitivity indices for dependent variables: numerical methods (2013) — 77 citations
• Density modification-based reliability sensitivity analysis (2012) — 68 citations
• Semi-parametric estimation of shifts (2007) — 72 citations