Tanguy APPRIOU

Publications

Article dans une revue (2)

High-dimensional Bayesian Optimization with a Combination of Kriging models Tanguy Appriou,Didier Rullière,David Gaudrie Structural and Multidisciplinary Optimization, 2024, 67 (11), pp.196. ⟨10.1007/s00158-024-03906-8⟩ Article dans une revue hal-04477236v2
Combination of Optimization-free Kriging Models for High-Dimensional Problems Tanguy Appriou,Didier Rullière,David Gaudrie Computational Statistics, 2024, 39, pp.3049-3071. ⟨10.1007/s00180-023-01424-7⟩ Article dans une revue hal-03812073v2

Communication dans un congrès (9)

Talk on &quot;Bayesian Optimization for High-Dimensional Problems Tanguy Appriou Journées CIROQUO mai 2024, May 2024, Saint-Etienne (FR), France Communication dans un congrès hal-04608031v1
Talk on &quot;High-Dimensional Bayesian Optimization with a Combination of Kriging Models Tanguy Appriou Conférence MASCOT-NUM 2024, Apr 2024, Hyères les Palmiers presqu'île de Giens, France Communication dans un congrès hal-04608018v1
An Empirical Case of Gaussian Processes Learning in High Dimension: the Likelihood versus Leave-One-Out Rivalry David Gaudrie,Rodolphe Le Riche,Tanguy Appriou SIAM Conference on Uncertainty Quantification (UQ24), Feb 2024, Trieste, Italy Communication dans un congrès hal-04484082v1
Talk on: &quot;Combination of Gaussian Process Models for High-Dimensional Bayesian Optimization Tanguy Appriou SIAM UQ 24, Feb 2024, Trieste (Italy), Italy Communication dans un congrès hal-04769415v1
Talk on: &quot;Bayesian Optimization in High Dimension Using a Combination of Kriging Sub-models Tanguy Appriou UNCECOMP 2023, Jun 2023, Athènes, Grèce, Greece Communication dans un congrès hal-04769406v1
Talk on: &quot;Bayesian Optimization for High-Dimensional Problems Using a Combination of Kriging Surrogate Models Tanguy Appriou WCSMO-15, Jun 2023, Cork (Irlande), Ireland Communication dans un congrès hal-04769401v1
Bayesian Optimization For High-Dimensional Problems Using A Combination Of Kriging Surrogate Models Tanguy Appriou,David Gaudrie,Didier Rullière Journées Scientifiques du CIROQUO, Consortium en mathématiques appliquées CIROQUO, May 2023, Palaiseau, France Communication dans un congrès hal-04115494v1
Talk on &quot;Bayesian optimization for high-dimensional problems Tanguy Appriou Journées CIROQUO novembre 2022, Nov 2022, Orléans, France Communication dans un congrès hal-04028562v1
Talk on &quot;Bayesian optimization in high-dimension using a combination of sub-models Tanguy Appriou Journées CIROQUO mai 2022, May 2022, Grenoble, France Communication dans un congrès hal-04028547v1

Poster de conférence (3)

Gaussian Processes: from knowledge-informed Machine Learning to optimization Didier Rullière,Rodolphe Le Riche,Xavier Bay,Soumyodeep Mukhopadhyay,Victor Trappleret al. HCERES LIMOS visit 2025, Oct 2025, Clermont -Ferrand, France. 2025 Poster de conférence hal-05324906v1
Bayesian Optimization in High-dimension via a Combination of Kriging sub-models Tanguy Appriou,Didier Rullière,David Gaudrie MASCOT-NUM2023, Apr 2023, LE CROISIC, France Poster de conférence hal-04102201v1
Poster on &quot;Combination of Kriging models for Bayesian optimization in high-dimension Tanguy Appriou COSEAL Workshop 2023, Mar 2023, Paris, France Poster de conférence hal-04028577v1

Thèse (1)

Design optimization for high-dimensional problems Tanguy Appriou Applications [stat.AP]. Ecole Nationale Supérieure des Mines Saint-Etienne, 2025. English. ⟨NNT : 2025EMSEM007⟩ Thèse tel-05117337v2