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Word cloudA word cloud is a visual representation of the most frequently used words in a text or a set of texts. The words appear in different sizes, with the size of each word being proportional to its frequency of occurrence in the text. The more frequently a word is used, the larger it appears in the word cloud. This technique allows for a quick visualization of the most important themes and concepts in a text.
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Bergou, E. H., Diouane, Y., Kungurtsev, V., & Royer, C. W. (2026). Direct-search methods for decentralized blackbox optimization. Optimization Methods and Software, 22 pages. Restricted access
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. External link
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. External link
Bergou, E.-H., Diouane, Y., & Kungurtsev, V. (2021). Complexity iteration analysis for strongly convex multi-objective optimization using a Newton path-following procedure. Optimization Letters, 15(4), 1215-1227. External link
Bergou, E. H., Diouane, Y., Kungurtsev, V., & Royer, C. W. (2021). A Nonmonotone Matrix-Free Algorithm for Nonlinear Equality-Constrained Least-Squares Problems. SIAM Journal on Scientific Computing, 43(5), S743-S766. External link
Bergou, E. H., Diouane, Y., & Kungurtsev, V. (2020). Convergence and Complexity Analysis of a Levenberg–Marquardt Algorithm for Inverse Problems. Journal of Optimization Theory and Applications, 185(3), 927-944. External link
Diouane, Y., Bergou, E. H., Kungurtsev, V., & Royer, C. W. (2024, July). A direct-search method for decentralized derivative-free optimization [Abstract]. 25th International Symposium on Mathematical Programming (ISMP 2024), Montréal, QC, Canada. External link
Diouane, Y., Kungurtsev, V., Rinaldi, F., & Zeffiro, D. (2024). Inexact direct-search methods for bilevel optimization problems. Computational Optimization and Applications, 22-22. Available
