index - Equipe Signal, Statistique et Apprentissage

 

Dernières publications

Mots clés

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

 

Documents avec texte intégral

847

Références bibliographiques

662

Open access

66 %

Collaborations