Cédric Févotte

131 papers A* 3A 1B 1C 1Misc 19Journal 73Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Audio signal interpolation using optimal transportation of spectrograms. SSP David Valdivia, Marien Renaud, Elsa Cazelles, Cédric Févotte
2025	J	`jnl`	Audio signal interpolation using optimal transportation of spectrograms. CoRR David Valdivia, Marien Renaud, Elsa Cazelles, Cédric Févotte
2025	J	`jnl`	Whitening Spherical Gaussian Mixtures in the Large-Dimensional Regime. CoRR Mohammed Racim Moussa Boudjemaa, Alper Kalle, Xiaoyi Mai, José Henrique de Morais Goulart, Cédric Févotte
2023	J	`jnl`	Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization. Signal Process. Ondrej Mokrý, Paul Magron, Thomas Oberlin, Cédric Févotte
2023	J	`jnl`	Joint majorization-Minimization for nonnegative matrix factorization with the β-divergence. Signal Process. Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte
2023	J	`jnl`	Majorization-Minimization for Sparse Nonnegative Matrix Factorization With the $\beta$-Divergence. IEEE Trans. Signal Process. Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte
2023	J	`jnl`	Sphere Refinement in Gap Safe Screening. IEEE Signal Process. Lett. Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
2022	J	`jnl`	A Majorization-Minimization Algorithm for Nonnegative Binary Matrix Factorization. IEEE Signal Process. Lett. Paul Magron, Cédric Févotte
2022	J	`jnl`	A majorization-minimization algorithm for nonnegative binary matrix factorization. CoRR Paul Magron, Cédric Févotte
2022	J	`jnl`	Accelerating Non-Negative and Bounded-Variable Linear Regression Algorithms with Safe Screening. CoRR Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
2022	J	`jnl`	Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization. CoRR Ondrej Mokrý, Paul Magron, Thomas Oberlin, Cédric Févotte
2022	J	`jnl`	Learning the Proximity Operator in Unfolded ADMM for Phase Retrieval. CoRR Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
2022	J	`jnl`	Learning the Proximity Operator in Unfolded ADMM for Phase Retrieval. IEEE Signal Process. Lett. Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
2022	J	`jnl`	Leveraging Joint-Diagonalization in Transform-Learning NMF. IEEE Trans. Signal Process. Sixin Zhang, Emmanuel Soubies, Cédric Févotte
2022	J	`jnl`	Majorization-minimization for Sparse Nonnegative Matrix Factorization with the β-divergence. CoRR Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte
2022	J	`jnl`	Multi-resolution beta-divergence NMF for blind spectral unmixing. Signal Process. Valentin Leplat, Nicolas Gillis, Cédric Févotte
2022	J	`jnl`	Neural content-aware collaborative filtering for cold-start music recommendation. Data Min. Knowl. Discov. Paul Magron, Cédric Févotte
2022	J	`jnl`	Second-Order Step-Size Tuning of SGD for Non-Convex Optimization. Neural Process. Lett. Camille Castera, Jérôme Bolte, Cédric Févotte, Edouard Pauwels
2021	J	`jnl`	A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Matrix Factorization. IEEE Trans. Signal Process. Louis Filstroff, Olivier Gouvert, Cédric Févotte, Olivier Cappé
2021	J	`jnl`	Adversarially-Trained Nonnegative Matrix Factorization. CoRR Ting Cai, Vincent Y. F. Tan, Cédric Févotte
2021	J	`jnl`	Adversarially-Trained Nonnegative Matrix Factorization. IEEE Signal Process. Lett. Ting Cai, Vincent Y. F. Tan, Cédric Févotte
2021	J	`jnl`	An Inertial Newton Algorithm for Deep Learning. J. Mach. Learn. Res. Camille Castera, Jérôme Bolte, Cédric Févotte, Edouard Pauwels
2021	J	`jnl`	Expanding Boundaries of Gap Safe Screening. J. Mach. Learn. Res. Cássio Fraga Dantas, Emmanuel Soubies, Cédric Févotte
2021	J	`jnl`	Expanding boundaries of Gap Safe screening. CoRR Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
2021	J	`jnl`	Joint Majorization-Minimization for Nonnegative Matrix Factorization with the β-divergence. CoRR Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte
2021	Misc	`conf`	Leveraging the Structure of Musical Preference in Content-Aware Music Recommendation. ICASSP Paul Magron, Cédric Févotte
2021	J	`jnl`	Neural content-aware collaborative filtering for cold-start music recommendation. CoRR Paul Magron, Cédric Févotte
2021	J	`jnl`	On the Relationships between Transform-Learning NMF and Joint-Diagonalization. CoRR Sixin Zhang, Emmanuel Soubies, Cédric Févotte
2021	Misc	`conf`	Phase Recovery with Bregman Divergences for Audio Source Separation. ICASSP Paul Magron, Pierre-Hugo Vial, Thomas Oberlin, Cédric Févotte
2021	J	`jnl`	Phase Retrieval With Bregman Divergences and Application to Audio Signal Recovery. IEEE J. Sel. Top. Signal Process. Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
2021	J	`jnl`	Positive Semidefinite Matrix Factorization: A Connection With Phase Retrieval and Affine Rank Minimization. IEEE Trans. Signal Process. Dana Lahat, Yanbin Lang, Vincent Y. F. Tan, Cédric Févotte
2021	Misc	`conf`	Safe Screening for Sparse Regression with the Kullback-Leibler Divergence. ICASSP Cássio F. Dantas, Emmanuel Soubies, Cédric Févotte
2021	J	`jnl`	Second-order step-size tuning of SGD for non-convex optimization. CoRR Camille Castera, Jérôme Bolte, Cédric Févotte, Edouard Pauwels
2021	A*	`conf`	Unbalanced Optimal Transport through Non-negative Penalized Linear Regression. NeurIPS Laetitia Chapel, Rémi Flamary, Haoran Wu, Cédric Févotte, Gilles Gasso
2021	J	`jnl`	Unbalanced Optimal Transport through Non-negative Penalized Linear Regression. CoRR Laetitia Chapel, Rémi Flamary, Haoran Wu, Cédric Févotte, Gilles Gasso
2020	J	`jnl`	A Comparative Study of Temporal Non-Negative Matrix Factorization with Gamma Markov Chains. CoRR Louis Filstroff, Olivier Gouvert, Cédric Févotte, Olivier Cappé
2020	J	`jnl`	Bayesian mean-parameterized nonnegative binary matrix factorization. Data Min. Knowl. Discov. Alberto Lumbreras, Louis Filstroff, Cédric Févotte
2020	J	`jnl`	Leveraging the structure of musical preference in content-aware music recommendation. CoRR Paul Magron, Cédric Févotte
2020	J	`jnl`	Multi-Resolution Beta-Divergence NMF for Blind Spectral Unmixing. CoRR Valentin Leplat, Nicolas Gillis, Cédric Févotte
2020	J	`jnl`	Negative Binomial Matrix Factorization. IEEE Signal Process. Lett. Olivier Gouvert, Thomas Oberlin, Cédric Févotte
2020	J	`jnl`	On the Identifiability of Transform Learning for Non-Negative Matrix Factorization. IEEE Signal Process. Lett. Sixin Zhang, Emmanuel Soubies, Cédric Févotte
2020	A*	`conf`	Ordinal Non-negative Matrix Factorization for Recommendation. ICML Olivier Gouvert, Thomas Oberlin, Cédric Févotte
2020	J	`jnl`	Ordinal Non-negative Matrix Factorization for Recommendation. CoRR Olivier Gouvert, Thomas Oberlin, Cédric Févotte
2020	J	`jnl`	Phase recovery with Bregman divergences for audio source separation. CoRR Paul Magron, Pierre-Hugo Vial, Thomas Oberlin, Cédric Févotte
2020	J	`jnl`	Phase retrieval with Bregman divergences and application to audio signal recovery. CoRR Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
2020	J	`jnl`	Phase retrieval with Bregman divergences: Application to audio signal recovery. CoRR Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
2020	—	`conf`	Positive Semidefinite Matrix Factorization Based on Truncated Wirtinger Flow. EUSIPCO Dana Lahat, Cédric Févotte
2020	J	`jnl`	Positive Semidefinite Matrix Factorization: A Connection with Phase Retrieval and Affine Rank Minimization. CoRR Dana Lahat, Yanbin Lang, Vincent Y. F. Tan, Cédric Févotte
2020	Misc	`conf`	Positive Semidefinite Matrix Factorization: A Link to Phase Retrieval And A Block Gradient Algorithm. ICASSP Dana Lahat, Cédric Févotte
2019	Misc	`conf`	A Quasi-Newton Algorithm on the Orthogonal Manifold for NMF with Transform Learning. ICASSP Pierre Ablin, Dylan Fagot, Herwig Wendt, Alexandre Gramfort, Cédric Févotte
2019	—	`conf`	A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments. ECML/PKDD (3) Rui Xia, Vincent Y. F. Tan, Louis Filstroff, Cédric Févotte
2019	J	`jnl`	A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments. CoRR Rui Xia, Vincent Y. F. Tan, Louis Filstroff, Cédric Févotte
2019	J	`jnl`	An Inertial Newton Algorithm for Deep Learning. CoRR Camille Castera, Jérôme Bolte, Cédric Févotte, Edouard Pauwels
2019	J	`jnl`	Factor Analysis of Dynamic PET Images: Beyond Gaussian Noise. IEEE Trans. Medical Imaging Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Cédric Févotte, Simon Stute, Maria-Joao Ribeiro, Clovis Tauber
2019	Misc	`conf`	Majorization-minimization Algorithms for Convolutive NMF with the Beta-divergence. ICASSP Dylan Fagot, Herwig Wendt, Cédric Févotte, Paris Smaragdis
2019	A	`conf`	Recommendation from Raw Data with Adaptive Compound Poisson Factorization. UAI Olivier Gouvert, Thomas Oberlin, Cédric Févotte
2019	J	`jnl`	Recommendation from Raw Data with Adaptive Compound Poisson Factorization. CoRR Olivier Gouvert, Thomas Oberlin, Cédric Févotte
2019	Misc	`conf`	Unmixing Dynamic Pet Images: Combining Spatial Heterogeneity and Non-gaussian Noise. ICASSP Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Cédric Févotte, Simon Stute, Clovis Tauber
2018	J	`jnl`	A Quasi-Newton algorithm on the orthogonal manifold for NMF with transform learning. CoRR Pierre Ablin, Dylan Fagot, Herwig Wendt, Alexandre Gramfort, Cédric Févotte
2018	J	`jnl`	Bayesian Mean-parameterized Nonnegative Binary Matrix Factorization. CoRR Alberto Lumbreras, Louis Filstroff, Cédric Févotte
2018	A*	`conf`	Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization. ICML Louis Filstroff, Alberto Lumbreras, Cédric Févotte
2018	J	`jnl`	Closed-form marginal likelihood in Gamma-Poisson factorization. CoRR Louis Filstroff, Alberto Lumbreras, Cédric Févotte
2018	J	`jnl`	Estimation With Low-Rank Time-Frequency Synthesis Models. IEEE Trans. Signal Process. Cédric Févotte, Matthieu Kowalski
2018	J	`jnl`	Estimation with Low-Rank Time-Frequency Synthesis Models. CoRR Cédric Févotte, Matthieu Kowalski
2018	—	`conf`	Jacobi Algorithm for Nonnegative Matrix Factorization with Transform Learning. EUSIPCO Herwig Wendt, Dylan Fagot, Cédric Févotte
2018	—	`conf`	Matrix Co-Factorization for Cold-Start Recommendation. ISMIR Olivier Gouvert, Thomas Oberlin, Cédric Févotte
2018	J	`jnl`	Negative Binomial Matrix Factorization for Recommender Systems. CoRR Olivier Gouvert, Thomas Oberlin, Cédric Févotte
2018	Misc	`conf`	Nonnegative Matrix Factorization with Transform Learning. ICASSP Dylan Fagot, Herwig Wendt, Cédric Févotte
2017	J	`jnl`	Nonnegative Matrix Factorization with Transform Learning. CoRR Dylan Fagot, Cédric Févotte, Herwig Wendt
2016	—	`conf`	Convex nonnegative matrix factorization with missing data. MLSP Ronan Hamon, Valentin Emiya, Cédric Févotte
2016	—	`conf`	Optimal spectral transportation with application to music transcription. NIPS Rémi Flamary, Cédric Févotte, Nicolas Courty, Valentin Emiya
2016	J	`jnl`	Optimal spectral transportation with application to music transcription. CoRR Rémi Flamary, Cédric Févotte, Nicolas Courty, Valentin Emiya
2015	—	`conf`	Hybrid sparse and low-rank time-frequency signal decomposition. EUSIPCO Cédric Févotte, Matthieu Kowalski
2015	J	`jnl`	Nonlinear Hyperspectral Unmixing With Robust Nonnegative Matrix Factorization. IEEE Trans. Image Process. Cédric Févotte, Nicolas Dobigeon
2014	Misc	`conf`	Alternating direction method of multipliers for non-negative matrix factorization with the beta-divergence. ICASSP Dennis L. Sun, Cédric Févotte
2014	—	`conf`	Low-Rank Time-Frequency Synthesis. NIPS Cédric Févotte, Matthieu Kowalski
2014	Misc	`conf`	Piecewise constant nonnegative matrix factorization. ICASSP Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé
2014	J	`jnl`	Soft Nonnegative Matrix Co-Factorization. IEEE Trans. Signal Process. Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé
2014	J	`jnl`	Static and Dynamic Source Separation Using Nonnegative Factorizations: A unified view. IEEE Signal Process. Mag. Paris Smaragdis, Cédric Févotte, Gautham J. Mysore, Nasser Mohammadiha, Matthew D. Hoffman
2013	J	`jnl`	Automatic Relevance Determination in Nonnegative Matrix Factorization with the $(\beta)$-Divergence. IEEE Trans. Pattern Anal. Mach. Intell. Vincent Y. F. Tan, Cédric Févotte
2013	Misc	`conf`	Non-negative dynamical system with application to speech and audio. ICASSP Cédric Févotte, Jonathan Le Roux, John R. Hershey
2013	—	`conf`	Robust nonnegative matrix factorization for nonlinear unmixing of hyperspectral images. WHISPERS Nicolas Dobigeon, Cédric Févotte
2013	J	`jnl`	Smooth Nonnegative Matrix Factorization for Unsupervised Audiovisual Document Structuring. IEEE Trans. Multim. Slim Essid, Cédric Févotte
2013	Misc	`conf`	Soft nonnegative matrix co-factorizationwith application to multimodal speaker diarization. ICASSP Nicolas Seichepine, Slim Essid, Cédric Févotte, Olivier Cappé
2012	B	`conf`	Decomposing the video editing structure of a talk-show using nonnegative matrix factorization. ICIP Slim Essid, Cédric Févotte
2012	J	`jnl`	Maximum Marginal Likelihood Estimation for Nonnegative Dictionary Learning in the Gamma-Poisson Model. IEEE Trans. Signal Process. Onur Dikmen, Cédric Févotte
2012	—	`conf`	Optimal cost function and magnitude power for NMF-based speech separation and music interpolation. MLSP Brian King, Cédric Févotte, Paris Smaragdis
2012	—	`conf`	Professionally-produced Music Separation Guided by Covers. ISMIR Timothée Gerber, Martin Dutasta, Laurent Girin, Cédric Févotte
2012	—	`conf`	Semi-supervised NMF with Time-frequency Annotations for Single-channel Source Separation. ISMIR Augustin Lefèvre, Francis R. Bach, Cédric Févotte
2011	J	`jnl`	Algorithms for Nonnegative Matrix Factorization with the β-Divergence. Neural Comput. Cédric Févotte, Jérôme Idier
2011	J	`jnl`	Chord Recognition by Fitting Rescaled Chroma Vectors to Chord Templates. IEEE Trans. Speech Audio Process. Laurent Oudre, Yves Grenier, Cédric Févotte
2011	Misc	`conf`	Itakura-Saito nonnegative matrix factorization with group sparsity. ICASSP Augustin Lefèvre, Francis R. Bach, Cédric Févotte
2011	Misc	`conf`	Majorization-minimization algorithm for smooth Itakura-Saito nonnegative matrix factorization. ICASSP Cédric Févotte
2011	Misc	`conf`	Maximum marginal likelihood estimation for nonnegative dictionary learning. ICASSP Onur Dikmen, Cédric Févotte
2011	Misc	`conf`	Multichannel nonnegative tensor factorization with structured constraints for user-guided audio source separation. ICASSP Alexey Ozerov, Cédric Févotte, Raphaël Blouet, Jean-Louis Durrieu
2011	—	`conf`	Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation. NIPS Onur Dikmen, Cédric Févotte
2011	—	`conf`	Online algorithms for nonnegative matrix factorization with the Itakura-Saito divergence. WASPAA Augustin Lefèvre, Francis R. Bach, Cédric Févotte
2011	J	`jnl`	Probabilistic Template-Based Chord Recognition. IEEE Trans. Speech Audio Process. Laurent Oudre, Cédric Févotte, Yves Grenier
2010	J	`jnl`	Algorithms for nonnegative matrix factorization with the beta-divergence CoRR Cédric Févotte, Jérôme Idier
2010	J	`jnl`	Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation. IEEE Trans. Speech Audio Process. Alexey Ozerov, Cédric Févotte
2010	—	`conf`	Notes on Nonnegative Tensor Factorization of the Spectrogram for Audio Source Separation: Statistical Insights and Towards Self-Clustering of the Spatial Cues. CMMR Cédric Févotte, Alexey Ozerov
2010	C	`conf`	Probabilistic framework for template-based chord recognition. MMSP Laurent Oudre, Cédric Févotte, Yves Grenier
2010	J	`jnl`	Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals. IEEE Trans. Speech Audio Process. Jean-Louis Durrieu, Gaël Richard, Bertrand David, Cédric Févotte
2010	—	`conf`	Split gradient method for nonnegative matrix factorization. EUSIPCO Henri Lantéri, Céline Theys, Cédric Richard, Cédric Févotte
2009	Misc	`conf`	A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription. ICASSP Nancy Bertin, Cédric Févotte, Roland Badeau
2009	—	`conf`	Chord recognition using measures of fit, chord templates and filtering methods. WASPAA Laurent Oudre, Yves Grenier, Cédric Févotte
2009	—	`conf`	Factorial Scaled Hidden Markov Model for polyphonic audio representation and source separation. WASPAA Alexey Ozerov, Cédric Févotte, Maurice Charbit
2009	—	`conf`	Main instrument separation from stereophonic audio signals using a source/filter model. EUSIPCO Jean-Louis Durrieu, Alexey Ozerov, Cédric Févotte, Gaël Richard, Bertrand David
2009	Misc	`conf`	Multichannel nonnegative matrix factorization in convolutive mixtures. With application to blind audio source separation. ICASSP Alexey Ozerov, Cédric Févotte
2009	J	`jnl`	Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis. Neural Comput. Cédric Févotte, Nancy Bertin, Jean-Louis Durrieu
2009	—	`conf`	Nonnegative matrix factorizations as probabilistic inference in composite models. EUSIPCO Cédric Févotte, Ali Taylan Cemgil
2009	—	`conf`	Template-based Chord Recognition : Influence of the Chord Types. ISMIR Laurent Oudre, Yves Grenier, Cédric Févotte
2008	Misc	`conf`	Evaluation of several strategies for single sensor speech/music separation. ICASSP Raphaël Blouet, Guy Rapaport, Cédric Févotte
2008	J	`jnl`	Sparse Linear Regression With Structured Priors and Application to Denoising of Musical Audio. IEEE Trans. Speech Audio Process. Cédric Févotte, Bruno Torrésani, Laurent Daudet, Simon J. Godsill
2007	—	`ch.`	Bayesian Audio Source Separation. Blind Speech Separation Cédric Févotte
2007	—	`conf`	Bayesian computational methods for sparse audio and music processing. EUSIPCO Simon J. Godsill, Ali Taylan Cemgil, Cédric Févotte, Patrick J. Wolfe
2007	—	`conf`	Pivot Selection Strategies in Jacobi Joint Block-Diagonalization. ICA Cédric Févotte, Fabian J. Theis
2007	J	`jnl`	Variational and stochastic inference for Bayesian source separation. Digit. Signal Process. Ali Taylan Cemgil, Cédric Févotte, Simon J. Godsill
2006	J	`jnl`	A Bayesian Approach for Blind Separation of Sparse Sources. IEEE Trans. Speech Audio Process. Cédric Févotte, Simon J. Godsill
2006	—	`conf`	Bayesian blind separation of audio mixtures with structured priors. EUSIPCO Cédric Févotte
2006	—	`conf`	Blind Separation of Sparse Sources Using Jeffrey's Inverse Prior and the EM Algorithm. ICA Cédric Févotte, Simon J. Godsill
2006	—	`conf`	Kernel PCA Based Estimation of the Mixing Matrix in Linear Instantaneous Mixtures of Sparse Sources. ICASSP (5) Frédéric Desobry, Cédric Févotte
2006	J	`jnl`	Performance measurement in blind audio source separation. IEEE Trans. Speech Audio Process. Emmanuel Vincent, Rémi Gribonval, Cédric Févotte
2006	—	`conf`	Sparse Regression with Structured Priors: Application to Audio Denoising. ICASSP (3) Cédric Févotte, Laurent Daudet, Simon J. Godsill, Bruno Torrésani
2006	J	`jnl`	Sparse linear regression in unions of bases via Bayesian variable selection. IEEE Signal Process. Lett. Cédric Févotte, Simon J. Godsill
2005	—	`conf`	Blind separation of sparse sources using variational EM. EUSIPCO Ali Taylan Cemgil, Cédric Févotte, Simon J. Godsill
2004	—	`conf`	Bayesian Approach for Blind Separation of Underdetermined Mixtures of Sparse Sources. ICA Cédric Févotte, Simon J. Godsill, Patrick J. Wolfe
2004	J	`jnl`	Blind separation of linear instantaneous mixtures of nonstationary surface myoelectric signals. IEEE Trans. Biomed. Eng. Dario Farina, Cédric Févotte, Christian Doncarli, Roberto Merletti
2004	J	`jnl`	Two contributions to blind source separation using time-frequency distributions. IEEE Signal Process. Lett. Cédric Févotte, Christian Doncarli
2003	—	`conf`	Blind source separation of FIR convolutive mixtures: application to speech signals. NOLISP Cédric Févotte, Alexandra Debiolles, Christian Doncarli
2002	—	`conf`	Single autoterms selection for blind source separation in time-frequency plane. EUSIPCO Ales Holobar, Cédric Févotte, Christian Doncarli, Damjan Zazula