A new training set-based regularization for regression techniques. - Youness Naji; Laurent Le Brusquet; Gilles Fleury (EUSIPCO, 2004)

Model-Robust Sequential Design of Experiments for Identification Problems. - Hassan El Abiad; Laurent Le Brusquet; Morgan Roger; Marie-Eve Davoust (ICASSP (2), 2007)

Sequential experimental design for misspecified nonlinear models. - H. ElAbiad; Laurent Le Brusquet; Marie-Eve Davoust (ICASSP, 2008)

Modeling for gas flow measurement consumed by a boiler. Towards a low-cost sensor for energy efficiency. - Baya Hadid; Régis Ouvrard; Laurent Le Brusquet; Thierry Poinot; Erik Etien; Frederic Sicard (ICST, 2013)

Soft sensor design for power measurement and diagnosis in electrical furnace: A parametric estimation approach. - Baya Hadid; Erik Etien; Régis Ouvrard; Thierry Poinot; Laurent Le Brusquet; Anne Grau; Gilbert Schmitt (IECON, 2013)

Breaking the Curse of Dimensionality for Coupled Matrix-Tensor Factorization. - Abdelhak Boudehane; Yassine Zniyed; Arthur Tenenhaus; Laurent Le Brusquet; Rémy Boyer (CAMSAP, 2019)

Dictionary-Based Tensor-Train Sparse Coding. - Abdelhak Boudehane; Yassine Zniyed; Arthur Tenenhaus; Laurent Le Brusquet; Rémy Boyer (EUSIPCO, 2020)

Contribution to continuum estimation in gamma spectrum by observation of local minima. - Kélian This; Laurent Le Brusquet; Adrien Frigerio; Sébastien Colas; Pascal Bondon (ICSTCC, 2020)

A Non-Convex Proximal Approach for Centroid-Based Classification. - Mewe-Hezoudah Kahanam; Laurent Le Brusquet; Ségolène Martin; Jean-Christophe Pesquet (ICASSP, 2022)

Parallelization scheme for canonical polyadic decomposition of large-scale high-order tensors. - Abdelhak Boudehane; Laurent Albera; Arthur Tenenhaus; Laurent Le Brusquet; Rémy Boyer (Signal Process., 2022)

Battery management optimization for an energy-aware UAV mapping mission path planning. - Dora Novak; Sihem Tebbani; Jurica Goricanec; Matko Orsag; Laurent Le Brusquet (CoDIT, 2024)

Tensor generalized canonical correlation analysis. - Fabien Girka; Arnaud Gloaguen; Laurent Le Brusquet; Violetta Zujovic; Arthur Tenenhaus (Inf. Fusion, 2024)

Learning Measurement Models via Subspace Identification and Clustering. - Shuyu Dong; Arthur Tenenhaus; Laurent Le Brusquet; Mohammed Nabil El Korso (SSP, 2025)