Unbiased Unsupervised Stimulus Reconstruction for EEG-Based Auditory Attention Decoding. - Nicolas Heintz; Simon Geirnaert; Tom Francart; Alexander Bertrand (ICASSP, 2023)

Probabilistic Gain Control in a Multi-Speaker Setting Using EEG-Based Auditory Attention Decoding. - Nicolas Heintz; Simon Geirnaert; Iris Van De Ryck; Tom Francart; Alexander Bertrand (EUSIPCO, 2024)

Unsupervised EEG-based decoding of absolute auditory attention with canonical correlation analysis. - Nicolas Heintz; Tom Francart; Alexander Bertrand (CoRR, 2025)

Post-processing of EEG-based Auditory Attention Decoding Decisions via Hidden Markov Models. - Nicolas Heintz; Tom Francart; Alexander Bertrand (CoRR, 2025)

Minimally informed linear discriminant analysis: Training an LDA model with unlabelled data. - Nicolas Heintz; Tom Francart; Alexander Bertrand (Signal Process., 2026)