A multi-objective-based approach for Fair Principal Component Analysis. - Guilherme Dean Pelegrina; Renan D. B. Brotto; Leonardo Tomazeli Duarte; João M. T. Romano; Romis Attux (CoRR, 2020)

Analysis of Trade-offs in Fair Principal Component Analysis Based on Multi-objective Optimization. - Guilherme Dean Pelegrina; Renan D. B. Brotto; Leonardo Tomazeli Duarte; Romis Attux; João M. T. Romano (IJCNN, 2022)

Algorithms for Sparse Multichannel Blind Deconvolution. - Kenji Nose Filho; Renato Rocha Lopes; Renan D. B. Brotto; Thonia C. Senna; João M. T. Romano (IEEE Trans. Geosci. Remote. Sens., 2023)

Debiasing Machine Learning Models by Using Weakly Supervised Learning. - Renan D. B. Brotto; Jean-Michel Loubes; Laurent Risser; Jean-Pierre Florens; Kenji Nose Filho; João M. T. Romano (CoRR, 2024)

Exploring bounded component analysis using an ℓ∞ norm criterion. - Renan D. B. Brotto; Kenji Nose Filho; João M. T. Romano (Digit. Signal Process., 2024)