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