Renan D. B. Brotto

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Component Analysis

Weakly Supervised Learning

Multi Objective Genetic Algorithms

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Digit. Signal Process.

Publications

Renan D. B. Brotto, Kenji Nose Filho, João M. T. Romano
Exploring bounded component analysis using an ℓ∞ norm criterion. Digit. Signal Process. 154 (2024)
Renan D. B. Brotto, Jean-Michel Loubes, Laurent Risser, Jean-Pierre Florens, Kenji Nose Filho, João M. T. Romano
Debiasing Machine Learning Models by Using Weakly Supervised Learning. CoRR (2024)
Kenji Nose Filho, Renato Rocha Lopes, Renan D. B. Brotto, Thonia C. Senna, João M. T. Romano
Algorithms for Sparse Multichannel Blind Deconvolution. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Guilherme Dean Pelegrina, Renan D. B. Brotto, Leonardo Tomazeli Duarte, Romis Attux, João M. T. Romano
Analysis of Trade-offs in Fair Principal Component Analysis Based on Multi-objective Optimization. IJCNN (2022)
Guilherme Dean Pelegrina, Renan D. B. Brotto, Leonardo Tomazeli Duarte, João M. T. Romano, Romis Attux
A multi-objective-based approach for Fair Principal Component Analysis. CoRR (2020)