Nonnegative matrix factorization Sinusoidal modeling Representation learning Hermite processes Survey sampling Nummelin splitting technique Handwriting recognition Online learning Bootstrap Boosting Apprentissage automatique Feature extraction Apprentissage profond Blind source separation Multivariate extremes Bipartite ranking Détection d'anomalies Feature learning Polyphonic music Phase reconstruction Handwriting Speech enhancement Statistical learning theory ROC curve Wavelet analysis Character recognition Spectral analysis Feature selection Nonnegative matrix factorisation Informed source separation Empirical risk minimization Deep learning Apprentissage statistique Artificial Intelligence NTF Machine learning Affective computing Statistical learning Signal processing Empirical processes Data augmentation Fillers Inverse problem Audio signal processing Semiparametric estimation Big data Optimisation Acoustic scene classification Aggregation Hill estimator Reverberation Training Room acoustics Estimation Magnetoencephalography MEG Music information retrieval Ranking Room impulse response Non-negative matrix factorization Artificial intelligence Natural language processing Optimal transport Machine Learning Kernel methods Long range dependence Wiener filtering Stochastic approximation Alpha-divergence Deep Learning Electroencephalography EEG Anomaly detection Classification Extremal index Explainability EM algorithm Convex optimization Time-frequency analysis Clustering Dynamical systems Mixture models ESPRIT Nonnegative Matrix Factorization Variational inference Kernel smoothing Auditory attention decoding Audio source separation EEG Task analysis Structured prediction Audio Functional data analysis Self-supervised learning Dimensionality reduction Coordinate descent Consistency ROC optimization NMF Supervised learning Optimization Source separation