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