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Barjhoux, P.-J., Diouane, Y., Grihon, S., & Morlier, J. (2022). An outer approximation bi-level framework for mixed categorical structural optimization problems. Structural and Multidisciplinary Optimization, 65(8), 214 (20 pages). Lien externe
Bergou, E. H., Diouane, Y., Kunc, V., Kungurtsev, V., & Royer, C. W. (2022). A subsampling line-search method with second-order results. INFORMS Journal on Optimization, 4(4), 403-425. Lien externe
Bergou, E. H., Diouane, Y., Kungurtsev, V., & Royer, C. W. (2022). A Stochastic Levenberg--Marquardt Method Using Random Models with Complexity Results. SIAM/ASA Journal on Uncertainty Quantification, 10(1), 507-536. Lien externe
Diouane, Y., Lucchi, A., & Patil, V. (mars 2022). A globally convergent evolutionary strategy for stochastic constrained optimization with applications to reinforcement learning [Communication écrite]. 25th International Conference on Artificial Intelligence and Statistics (AISTATS 2022). Lien externe
Grapin, R., Diouane, Y., Morlier, J., Bartoli, N., Lefebvre, T., Saves, P., & Bussemaker, J. H. (juin 2022). Constrained multi-objective bayesian optimization with application to aircraft design [Communication écrite]. AIAA AVIATION 2022 Forum, Chicago, Illinois. Lien externe
Rufato, R. C., Diouane, Y., Henry, J., Ahlfeld, R., & Morlier, J. (juin 2022). A mixed-categorical data-driven approach for prediction and optimization of hybrid discontinuous composites performance [Communication écrite]. AIAA AVIATION 2022 Forum, Chicago, IL, USA. Lien externe
Saves, P., Bartoli, N., Diouane, Y., Lefebvre, T., Morlier, J., David, C., Nguyen Van, E., & Defoort, S. (janvier 2022). Multidisciplinary design optimization with mixed categorical variables for aircraft design [Communication écrite]. AIAA SCITECH 2022 Forum, San Diego, CA, USA. Lien externe
Saves, P., Diouane, Y., Bartoli, N., Lefebvre, T., & Morlier, J. (juin 2022). A general square exponential kernel to handle mixed-categorical variables for Gaussian process [Communication écrite]. AIAA AVIATION 2022 Forum, Chicago, IL, USA. Lien externe
