Jean-Marc Martinez

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