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A mixed-categorical correlation kernel for Gaussian process., , , , and . Neurocomputing, (2023)A graph-structured distance for heterogeneous datasets with meta variables., , , , and . CoRR, (2024)A Subsampling Line-Search Method with Second-Order Results., , , , and . INFORMS J. Optim., 4 (4): 403-425 (October 2022)High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft., , , , and . CoRR, (2023)SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes., , , , , , , , and . Adv. Eng. Softw., (February 2024)Worst-Case Complexity Bounds of Directional Direct-Search Methods for Multiobjective Optimization., , , and . J. Optim. Theory Appl., 188 (1): 73-93 (2021)Inexact direct-search methods for bilevel optimization problems., , , and . Comput. Optim. Appl., 88 (2): 469-490 (June 2024)Complexity iteration analysis for strongly convex multi-objective optimization using a Newton path-following procedure., , and . Optim. Lett., 15 (4): 1215-1227 (2021)An outer approximation bi-level framework for mixed categorical structural optimization problems., , , and . CoRR, (2022)Direct-Search for a Class of Stochastic Min-Max Problems., , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 3772-3780. PMLR, (2021)