Bertrand Gauthier

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 5

Top Topics

Approximation Methods

Spectral Decomposition

Top Venues

SIAM/ASA J. Uncertain. Quantification

Comput. Stat. Data Anal.

Publications

Matthew Hutchings, Bertrand Gauthier
Local Optimisation of Nyström Samples Through Stochastic Gradient Descent. LOD (1) (2022)
Matthew Hutchings, Bertrand Gauthier
Local optimisation of Nyström samples through stochastic gradient descent. CoRR (2022)
Bertrand Gauthier, Johan A. K. Suykens
Optimal Quadrature-Sparsification for Integral Operator Approximation. SIAM J. Sci. Comput. 40 (5) (2018)
Bertrand Gauthier, Luc Pronzato
Convex relaxation for IMSE optimal design in random-field models. Comput. Stat. Data Anal. 113 (2017)
Bertrand Gauthier, Luc Pronzato
Approximation of IMSE-optimal Designs via Quadrature Rules and Spectral Decomposition. Commun. Stat. Simul. Comput. 45 (5) (2016)
Bertrand Gauthier, Luc Pronzato
Spectral Approximation of the IMSE Criterion for Optimal Designs in Kernel-Based Interpolation Models. SIAM/ASA J. Uncertain. Quantification 2 (1) (2014)