Jean-Marc Martinez

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 8

Top Topics

Factorial Design

Computationally Expensive

Top Venues

SIAM/ASA J. Uncertain. Quantification

Math. Comput. Simul.

Eng. Appl. Artif. Intell.

Publications

Geoffrey Daniel, Mohamed Bahi Yahiaoui, Claude Comtat, Sebastien Jan, Olga Kochebina, Jean-Marc Martinez, Viktoriya Sergeyeva, Viatcheslav Sharyy, Chi-Hsun Sung, Dominique Yvon
Deep learning reconstruction with uncertainty estimation for γ photon interaction in fast scintillator detectors. Eng. Appl. Artif. Intell. 131 (2024)
Geoffrey Daniel, Mohamed Bahi Yahiaoui, Claude Comtat, Sebastien Jan, Olga Kochebina, Jean-Marc Martinez, Viktoriya Sergeyeva, Viatcheslav Sharyy, Chi-Hsun Sung, Dominique Yvon
Deep Learning reconstruction with uncertainty estimation for γ photon interaction in fast scintillator detectors. CoRR (2023)
Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-Marc Martinez, Andrei Bursuc, Gianni Franchi
Packed Ensembles for efficient uncertainty estimation. ICLR (2023)
Baptiste Broto, François Bachoc, Laura Clouvel, Jean-Marc Martinez
Block-Diagonal Covariance Estimation and Application to the Shapley Effects in Sensitivity Analysis. SIAM/ASA J. Uncertain. Quantification 10 (1) (2022)
Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-Marc Martinez, Andrei Bursuc, Gianni Franchi
Packed-Ensembles for Efficient Uncertainty Estimation. CoRR (2022)
Baptiste Broto, François Bachoc, Marine Depecker, Jean-Marc Martinez
Gaussian Linear Approximation for the Estimation of the Shapley Effects. SIAM/ASA J. Uncertain. Quantification 9 (3) (2021)
Baptiste Broto, François Bachoc, Marine Depecker, Jean-Marc Martinez
Sensitivity indices for independent groups of variables. Math. Comput. Simul. 163 (2019)
Rémi Sainct, Cyril Feau, Jean-Marc Martinez, Josselin Garnier
Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines. CoRR (2018)
Thierry Crestaux, Olivier P. Le Maître, Jean-Marc Martinez
Polynomial chaos expansion for sensitivity analysis. Reliab. Eng. Syst. Saf. 94 (7) (2009)
Stéphane Gazut, Jean-Marc Martinez, Gérard Dreyfus, Yacine Oussar
Towards the Optimal Design of Numerical Experiments. IEEE Trans. Neural Networks 19 (5) (2008)
Denis Rivière, Jean-François Mangin, Dimitri Papadopoulos-Orfanos, Jean-Marc Martinez, Vincent Frouin, Jean Régis
Automatic recognition of cortical sulci of the human brain using a congregation of neural networks. Medical Image Anal. 6 (2) (2002)
Denis Rivière, Jean-François Mangin, Jean-Marc Martinez, Florence Tupin, Dimitri Papadopoulos-Orfanos, Vincent Frouin
Relational Graph Labelling Using Learning Techniques and Markov Random Fields. ICPR (2) (2002)
Denis Rivière, Jean-François Mangin, Dimitri Papadopoulos-Orfanos, Jean-Marc Martinez, Vincent Frouin, Jean Régis
Automatic Recognition of Cortical Sulci Using a Congregation of Neural Networks. MICCAI (2000)
Denis Rivière, Jean-François Mangin, Jean-Marc Martinez, Florent Chavand, Vincent Frouin
Neural Network Based Learning of Local Compatibilities for Segment Grouping. SSPR/SPR (1998)