A genetic algorithm with randomly shifted gray codes and local optimizations based on quadratic approximations of the fitness. - Alexandre Mayer (GECCO (Companion), 2017)

Setup of fuzzy hybrid particle swarms: a heuristic approach. - Nicolas Roy 003; Charlotte Beauthier; Timotéo Carletti; Alexandre Mayer (GECCO Companion, 2021)

Accelerating $t$-SNE using Fast Fourier Transforms and the Particle-Mesh Algorithm from Physics. - Valentin Delchevalerie; Alexandre Mayer; Adrien Bibal; Benoît Frénay (IJCNN, 2021)

Achieving Rotational Invariance with Bessel-Convolutional Neural Networks. - Valentin Delchevalerie; Adrien Bibal; Benoît Frénay; Alexandre Mayer (NeurIPS, 2021)

Setup of a New Adaptive Fuzzy Particle Swarm Optimization Algorithm. - Nicolas Roy 003; Charlotte Beauthier; Alexandre Mayer (CEC, 2022)

SO(2) and O(2) Equivariance in Image Recognition with Bessel-Convolutional Neural Networks. - Valentin Delchevalerie; Alexandre Mayer; Adrien Bibal; Benoît Frénay (CoRR, 2023)

Photonic Structures Optimization Using Highly Data-Efficient Deep Learning: Application To Nanofin And Annular Groove Phase Masks. - Nicolas Roy 003; Lorenzo König; Olivier Absil; Charlotte Beauthier; Alexandre Mayer; Michaël Lobet (CoRR, 2023)

From Three to Two Dimensions: 2D Quaternion Convolutions for 3D Images. - Valentin Delchevalerie; Benoît Frénay; Alexandre Mayer (ESANN, 2024)

Hyperparameter Control Using Fuzzy Logic: Evolving Policies for Adaptive Fuzzy Particle Swarm Optimization Algorithm. - Nicolas Roy 003; Charlotte Beauthier; Alexandre Mayer (Evol. Comput., 2025)