Stochastic mesh adaptive direct search for blackbox optimization using probabilistic estimates. - Charles Audet; Kwassi Joseph Dzahini; Michael Kokkolaras; Sébastien Le Digabel (Comput. Optim. Appl., 2021)

Expected complexity analysis of stochastic direct-search. - Kwassi Joseph Dzahini (Comput. Optim. Appl., 2022)

Constrained stochastic blackbox optimization using a progressive barrier and probabilistic estimates. - Kwassi Joseph Dzahini; Michael Kokkolaras; Sébastien Le Digabel (Math. Program., 2023)

Stochastic Trust-Region Algorithm in Random Subspaces with Convergence and Expected Complexity Analyses. - Kwassi Joseph Dzahini; Stefan M. Wild (SIAM J. Optim., 2024)

Direct-search methods in the year 2025: Theoretical guarantees and algorithmic paradigms. - Kwassi Joseph Dzahini; Francesco Rinaldi; C. W. Royer; Damiano Zeffiro (EURO J. Comput. Optim., 2025)

A Class of Sparse Johnson-Lindenstrauss Transforms and Analysis of their Extreme Singular Values. - Kwassi Joseph Dzahini; Stefan M. Wild (SIAM J. Matrix Anal. Appl., 2025)