Jérôme Morio

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 20

Top Topics

Active Learning

Probability Estimation

Importance Sampling

Top Venues

Reliab. Eng. Syst. Saf.

J. Comput. Sci.

Publications

Julien Demange-Chryst, François Bachoc, Jérôme Morio, Timothé Krauth
Variational autoencoder with weighted samples for high-dimensional non-parametric adaptive importance sampling. Trans. Mach. Learn. Res. 2024 (2024)
Timothé Krauth, Jérôme Morio, Xavier Olive, Benoit Figuet
Advanced collision risk estimation in terminal manoeuvring areas using a disentangled variational autoencoder for uncertainty quantification. Eng. Appl. Artif. Intell. 133 (2024)
Julien Demange-Chryst, François Bachoc, Jérôme Morio, Timothé Krauth
Variational autoencoder with weighted samples for high-dimensional non-parametric adaptive importance sampling. CoRR (2023)
Weikun Deng, Khanh T. P. Nguyen, Kamal Medjaher, Christian Gogu, Jérôme Morio
Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects. Adv. Eng. Informatics 58 (2023)
Marie Chiron, Christian Genest, Jérôme Morio, Sylvain Dubreuil
Failure probability estimation through high-dimensional elliptical distribution modeling with multiple importance sampling. Reliab. Eng. Syst. Saf. 235 (2023)
Julien Demange-Chryst, François Bachoc, Jérôme Morio
Efficient estimation of multiple expectations with the same sample by adaptive importance sampling and control variates. Stat. Comput. 33 (5) (2023)
Gabriel Sarazin, Jérôme Morio, Agnès Lagnoux, Mathieu Balesdent, Loïc Brevault
Reliability-oriented sensitivity analysis in presence of data-driven epistemic uncertainty. Reliab. Eng. Syst. Saf. 215 (2021)
Pierre Derennes, Jérôme Morio, Florian Simatos
Simultaneous estimation of complementary moment independent and reliability-oriented sensitivity measures. Math. Comput. Simul. 182 (2021)
Maxime El Masri, Jérôme Morio, Florian Simatos
Improvement of the cross-entropy method in high dimension for failure probability estimation through a one-dimensional projection without gradient estimation. Reliab. Eng. Syst. Saf. 216 (2021)
Morgane Menz, Christian Gogu, Sylvain Dubreuil, Nathalie Bartoli, Jérôme Morio
Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses. Reliab. Eng. Syst. Saf. 196 (2020)
Morgane Menz, Sylvain Dubreuil, Jérôme Morio, Christian Gogu, Nathalie Bartoli, Marie Chiron
Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes. CoRR (2020)
Pierre Derennes, Jérôme Morio, Florian Simatos
A nonparametric importance sampling estimator for moment independent importance measures. Reliab. Eng. Syst. Saf. 187 (2019)
Vincent Chabridon, Mathieu Balesdent, Jean-Marc Bourinet, Jérôme Morio, Nicolas Gayton
Reliability-based sensitivity estimators of rare event probability in the presence of distribution parameter uncertainty. Reliab. Eng. Syst. Saf. 178 (2018)
Fabrice Guet, Luca Santinelli, Jérôme Morio, Guillaume Phavorin, Eric Jenn
Toward Contention Analysis for Parallel Executing Real-Time Tasks. WCET (2018)
Pierre Derennes, Jérôme Morio, Florian Simatos
Estimation of moment Independent Importance Measures using a copula and Maximum Entropy Framework. WSC (2018)
Fabrice Guet, Luca Santinelli, Jérôme Morio
On the Representativity of Execution Time Measurements: Studying Dependence and Multi-Mode Tasks. WCET (2017)
Luca Santinelli, Fabrice Guet, Jérôme Morio
Revising Measurement-Based Probabilistic Timing Analysis. RTAS (2017)
Fabrice Guet, Luca Santinelli, Jérôme Morio
Probabilistic analysis of cache memories and cache memories impacts on multi-core embedded systems. SIES (2016)
Christelle Vergé, Jérôme Morio, Pierre Del Moral
An island particle algorithm for rare event analysis. Reliab. Eng. Syst. Saf. 149 (2016)
Damien Jacquemart, Jérôme Morio
Tuning of adaptive interacting particle system for rare event probability estimation. Simul. Model. Pract. Theory 66 (2016)
Mathieu Balesdent, Jérôme Morio, Julien Marzat
Recommendations for the tuning of rare event probability estimators. Reliab. Eng. Syst. Saf. 133 (2015)
Rudy Pastel, Jérôme Morio, François Le Gland
Extreme density level set estimation for input-output functions via the adaptive splitting technique. J. Comput. Sci. 6 (2015)
Damien Jacquemart, Jérôme Morio, François Le Gland
Some ideas for bias and variance reduction in the splitting algorithm for diffusion processes. J. Comput. Sci. 11 (2015)
Luca Santinelli, Jérôme Morio, Guillaume Dufour, Damien Jacquemart
On the Sustainability of the Extreme Value Theory for WCET Estimation. WCET (2014)
Jérôme Morio, Mathieu Balesdent, Damien Jacquemart, Christelle Vergé
A survey of rare event simulation methods for static input-output models. Simul. Model. Pract. Theory 49 (2014)
Jérôme Morio, Damien Jacquemart-Tomi, Mathieu Balesdent, Julien Marzat
Optimisation of interacting particle systems for rare event estimation. Comput. Stat. Data Anal. 66 (2013)
Damien Jacquemart-Tomi, Jérôme Morio, François Le Gland
A combined importance splitting and sampling algorithm for rare event estimation. WSC (2013)
Jérôme Morio
Extreme quantile estimation with nonparametric adaptive importance sampling. Simul. Model. Pract. Theory 27 (2012)
Jérôme Morio
Non-parametric adaptive importance sampling for the probability estimation of a launcher impact position. Reliab. Eng. Syst. Saf. 96 (1) (2011)
Jérôme Morio
Influence of input PDF parameters of a model on a failure probability estimation. Simul. Model. Pract. Theory 19 (10) (2011)
Jérôme Morio, Florent Muller
Radar measurements analysis for spatial object classification. Int. J. Intell. Def. Support Syst. 2 (2) (2009)
Jérôme Morio, Philippe Réfrégier, François Goudail, Pascale Dubois-Fernandez, Xavier Dupuis
A Characterization of Shannon Entropy and Bhattacharyya Measure of Contrast in Polarimetric and Interferometric SAR Image. Proc. IEEE 97 (6) (2009)
Jérôme Morio, Philippe Réfrégier, François Goudail, Pascale Dubois-Fernandez, Xavier Dupuis
Information Theory-Based Approach for Contrast Analysis in Polarimetric and/or Interferometric SAR Images. IEEE Trans. Geosci. Remote. Sens. 46 (8) (2008)
Jérôme Morio, François Goudail, Xavier Dupuis, Pascale Dubois-Fernandez, Philippe Réfrégier
Polarimetric and Interferometric SAR Image Partition Into Statistically Homogeneous Regions Based on the Minimization of the Stochastic Complexity. IEEE Trans. Geosci. Remote. Sens. 45 (11-2) (2007)