Compressive Gaussian Mixture estimation. - Anthony Bourrier; Rémi Gribonval; Patrick Pérez (ICASSP, 2013)

Fundamental Performance Limits for Ideal Decoders in High-Dimensional Linear Inverse Problems. - Anthony Bourrier; Mike E. Davies 001; Tomer Peleg; Patrick Pérez; Rémi Gribonval (IEEE Trans. Inf. Theory, 2014)

Compressed sensing and dimensionality reduction for unsupervised learning. (Échantillonnage compressé et réduction de dimension pour l'apprentissage non supervisé). - Anthony Bourrier (2014)

Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels. - Anthony Bourrier; Florent Perronnin; Rémi Gribonval; Patrick Pérez; Hervé Jégou (J. Math. Imaging Vis., 2015)

Multimodal Kalman filtering. - Anthony Bourrier; Pierre-Olivier Amblard; Olivier J. J. Michel; Christian Jutten (ICASSP, 2016)

Sketching for large-scale learning of mixture models. - Nicolas Keriven; Anthony Bourrier; Rémi Gribonval; Patrick Pérez (ICASSP, 2016)

Non-Parametric Online Change-Point Detection with Kernel LMS By Relative Density Ratio Estimation. - Ikram Bouchikhi; André Ferrari; Cédric Richard; Anthony Bourrier; Marc Bernot (SSP, 2018)

Kernel Based Online Change Point Detection. - Ikram Bouchikhi; André Ferrari; Cédric Richard; Anthony Bourrier; Marc Bernot (EUSIPCO, 2019)

Online change-point detection with kernels. - André Ferrari; Cédric Richard; Anthony Bourrier; Ikram Bouchikhi (Pattern Recognit., 2023)