| 2021 | ICASSP | Safe Screening for Sparse Regression with the Kullback-Leibler Divergence. | Cssio F. Dantas, Emmanuel Soubies, Cdric Fvotte |
| 2021 | ICASSP | Leveraging the Structure of Musical Preference in Content-Aware Music Recommendation. | Paul Magron, Cdric Fvotte |
| 2021 | ICASSP | Phase Recovery with Bregman Divergences for Audio Source Separation. | Paul Magron, Pierre-Hugo Vial, Thomas Oberlin, Cdric Fvotte |
| 2020 | ICASSP | Positive Semidefinite Matrix Factorization: A Link to Phase Retrieval And A Block Gradient Algorithm. | Dana Lahat, Cdric Fvotte |
| 2020 | ICML | Ordinal Non-negative Matrix Factorization for Recommendation. | Olivier Gouvert, Thomas Oberlin, Cdric Fvotte |
| 2019 | ICASSP | A Quasi-Newton Algorithm on the Orthogonal Manifold for NMF with Transform Learning. | Pierre Ablin, Dylan Fagot, Herwig Wendt, Alexandre Gramfort, Cdric Fvotte |
| 2019 | ICASSP | Unmixing Dynamic Pet Images: Combining Spatial Heterogeneity and Non-gaussian Noise. | Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Cdric Fvotte, Simon Stute, Clovis Tauber |
| 2019 | ICASSP | Majorization-minimization Algorithms for Convolutive NMF with the Beta-divergence. | Dylan Fagot, Herwig Wendt, Cdric Fvotte, Paris Smaragdis |
| 2019 | UAI | Recommendation from Raw Data with Adaptive Compound Poisson Factorization. | Olivier Gouvert, Thomas Oberlin, Cdric Fvotte |
| 2018 | ICASSP | Nonnegative Matrix Factorization with Transform Learning. | Dylan Fagot, Herwig Wendt, Cdric Fvotte |
| 2018 | ICML | Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization. | Louis Filstroff, Alberto Lumbreras, Cdric Fvotte |
| 2014 | ICASSP | Piecewise constant nonnegative matrix factorization. | Nicolas Seichepine, Slim Essid, Cdric Fvotte, Olivier Capp |
| 2014 | ICASSP | Alternating direction method of multipliers for non-negative matrix factorization with the beta-divergence. | Dennis L. Sun, Cdric Fvotte |
| 2013 | ICASSP | Non-negative dynamical system with application to speech and audio. | Cdric Fvotte, Jonathan Le Roux, John R. Hershey |
| 2013 | ICASSP | Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization. | Nicolas Seichepine, Slim Essid, Cdric Fvotte, Olivier Capp |
| 2012 | ICIP | Decomposing the video editing structure of a talk-show using nonnegative matrix factorization. | Slim Essid, Cdric Fvotte |
| 2011 | ICASSP | Maximum marginal likelihood estimation for nonnegative dictionary learning. | Onur Dikmen, Cdric Fvotte |
| 2011 | ICASSP | Majorization-minimization algorithm for smooth Itakura-Saito nonnegative matrix factorization. | Cdric Fvotte |
| 2011 | ICASSP | Itakura-Saito nonnegative matrix factorization with group sparsity. | Augustin Lefvre, Francis R. Bach, Cdric Fvotte |
| 2011 | ICASSP | Multichannel nonnegative tensor factorization with structured constraints for user-guided audio source separation. | Alexey Ozerov, Cdric Fvotte, Raphal Blouet, Jean-Louis Durrieu |
| 2010 | MMSP | Probabilistic framework for template-based chord recognition. | Laurent Oudre, Cdric Fvotte, Yves Grenier |
| 2009 | ICASSP | A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription. | Nancy Bertin, Cdric Fvotte, Roland Badeau |
| 2009 | ICASSP | Multichannel nonnegative matrix factorization in convolutive mixtures. With application to blind audio source separation. | Alexey Ozerov, Cdric Fvotte |
| 2008 | ICASSP | Evaluation of several strategies for single sensor speech/music separation. | Raphal Blouet, Guy Rapaport, Cdric Fvotte |
| 2006 | ICASSP | Kernel PCA Based Estimation of the Mixing Matrix in Linear Instantaneous Mixtures of Sparse Sources. | Frdric Desobry, Cdric Fvotte |
| 2006 | ICASSP | Sparse Regression with Structured Priors: Application to Audio Denoising. | Cdric Fvotte, Laurent Daudet, Simon J. Godsill, Bruno Torrsani |