Jean-Marc Martinez

According to our database, Jean-Marc Martinez authored at least 12 papers between 1998 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Deep Learning reconstruction with uncertainty estimation for γ photon interaction in fast scintillator detectors.

Geoffrey Daniel, Mohamed Bahi Yahiaoui, Claude Comtat, Sebastien Jan, Olga Kochebina, Jean-Marc Martinez, Viktoriya Sergeyeva, Viatcheslav Sharyy, Chi-Hsun Sung, Dominique Yvon

CoRR, 2023

Packed Ensembles for efficient uncertainty estimation.

Olivier Laurent, Adrien Lafage, Enzo Tartaglione, Geoffrey Daniel, Jean-Marc Martinez, Andrei Bursuc, Gianni Franchi

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Block-Diagonal Covariance Estimation and Application to the Shapley Effects in Sensitivity Analysis.

Baptiste Broto, François Bachoc, Laura Clouvel, Jean-Marc Martinez

SIAM/ASA J. Uncertain. Quantification, 2022

2021

Gaussian Linear Approximation for the Estimation of the Shapley Effects.

Baptiste Broto, François Bachoc, Marine Depecker, Jean-Marc Martinez

SIAM/ASA J. Uncertain. Quantification, 2021

2019

Sensitivity indices for independent groups of variables.

Baptiste Broto, François Bachoc, Marine Depecker, Jean-Marc Martinez

Math. Comput. Simul., 2019

2018

Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines.

Rémi Sainct, Cyril Feau, Jean-Marc Martinez, Josselin Garnier

CoRR, 2018

2009

Polynomial chaos expansion for sensitivity analysis.

Thierry Crestaux, Olivier P. Le Maître, Jean-Marc Martinez

Reliab. Eng. Syst. Saf., 2009

2008

Towards the Optimal Design of Numerical Experiments.

Stéphane Gazut, Jean-Marc Martinez, Gérard Dreyfus, Yacine Oussar

IEEE Trans. Neural Networks, 2008

2002

Automatic recognition of cortical sulci of the human brain using a congregation of neural networks.

Denis Rivière, Jean-François Mangin, Dimitri Papadopoulos-Orfanos, Jean-Marc Martinez, Vincent Frouin, Jean Régis

Medical Image Anal., 2002

Relational Graph Labelling Using Learning Techniques and Markov Random Fields.

Denis Rivière, Jean-François Mangin, Jean-Marc Martinez, Florence Tupin, Dimitri Papadopoulos-Orfanos, Vincent Frouin

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2000

Automatic Recognition of Cortical Sulci Using a Congregation of Neural Networks.

Denis Rivière, Jean-François Mangin, Dimitri Papadopoulos-Orfanos, Jean-Marc Martinez, Vincent Frouin, Jean Régis

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000

1998

Neural Network Based Learning of Local Compatibilities for Segment Grouping.

Denis Rivière, Jean-François Mangin, Jean-Marc Martinez, Florent Chavand, Vincent Frouin

Proceedings of the Advances in Pattern Recognition, 1998