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Bertrand Gauthier
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2020 – today
- 2022
- [c1]Matthew Hutchings
, Bertrand Gauthier
:
Local Optimisation of Nyström Samples Through Stochastic Gradient Descent. LOD (1) 2022: 123-140 - [i1]Matthew Hutchings, Bertrand Gauthier:
Local optimisation of Nyström samples through stochastic gradient descent. CoRR abs/2203.13284 (2022)
2010 – 2019
- 2018
- [j4]Bertrand Gauthier, Johan A. K. Suykens
:
Optimal Quadrature-Sparsification for Integral Operator Approximation. SIAM J. Sci. Comput. 40(5): A3636-A3674 (2018) - 2017
- [j3]Bertrand Gauthier, Luc Pronzato:
Convex relaxation for IMSE optimal design in random-field models. Comput. Stat. Data Anal. 113: 375-394 (2017) - 2016
- [j2]Bertrand Gauthier, Luc Pronzato:
Approximation of IMSE-optimal Designs via Quadrature Rules and Spectral Decomposition. Commun. Stat. Simul. Comput. 45(5): 1600-1612 (2016) - 2014
- [j1]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): 805-825 (2014)
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