Cédric Herzet

104 papers A* 2B 1C 5Misc 20Journal 50Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Generic Branch-and-Bound Algorithm for ℓ CoRR Clément Elvira, Théo Guyard, Cédric Herzet
2025	J	`jnl`	El0ps: An Exact L0-regularized Problems Solver. CoRR Théo Guyard, Cédric Herzet, Clément Elvira
2025	J	`jnl`	Nonlinear Reduced Modeling of Dynamical Systems Using Kernel Methods and Low-Rank Approximation. J. Nonlinear Sci. Patrick Héas, Cédric Herzet, Benoît Combès
2025	J	`jnl`	One to beat them all: "RYU" - a unifying framework for the construction of safe balls. Open J. Math. Optim. Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet
2024	J	`jnl`	A New Branch-and-Bound Pruning Framework for ℓ CoRR Théo Guyard, Cédric Herzet, Clément Elvira, Ayse-Nur Arslan
2024	A*	`conf`	A New Branch-and-Bound Pruning Framework for ℓ0-Regularized Problems. ICML Théo Guyard, Cédric Herzet, Clément Elvira, Ayse-Nur Arslan
2023	J	`jnl`	One to beat them all: "RYU" - a unifying framework for the construction of safe balls. CoRR Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet
2023	—	`conf`	Safe Peeling for $\ell_{0}$-Regularized Least-Squares. EUSIPCO Théo Guyard, Gilles Monnoyer, Clément Elvira, Cédric Herzet
2023	J	`jnl`	Safe Rules for the Identification of Zeros in the Solutions of the SLOPE Problem. SIAM J. Math. Data Sci. Clément Elvira, Cédric Herzet
2023	J	`jnl`	Safe peeling for l0-regularized least-squares with supplementary material. CoRR Théo Guyard, Gilles Monnoyer, Clément Elvira, Cédric Herzet
2022	J	`jnl`	Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces with supplementary material. CoRR Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet
2022	—	`conf`	Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces. EUSIPCO Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet
2022	J	`jnl`	Low-Rank Dynamic Mode Decomposition: An Exact and Tractable Solution. J. Nonlinear Sci. Patrick Héas, Cédric Herzet
2022	Misc	`conf`	Node-Screening Tests For The L0-Penalized Least-Squares Problem. ICASSP Théo Guyard, Cédric Herzet, Clément Elvira
2022	—	`conf`	Region-free Safe Screening Tests for $\ell_{1}$-penalized Convex Problems. EUSIPCO Cédric Herzet, Clément Elvira, Hong Phuong Dang
2022	Misc	`conf`	Screen & Relax: Accelerating The Resolution Of Elastic-Net By Safe Identification of The Solution Support. ICASSP Théo Guyard, Cédric Herzet, Clément Elvira
2022	—	`book`	Some Contributions to Reconstruction Problems. (Quelques contributions dans le domaine des problèmes de reconstruction). Cédric Herzet
2021	J	`jnl`	Safe rules for the identification of zeros in the solutions of the SLOPE problem. CoRR Clément Elvira, Cédric Herzet
2021	J	`jnl`	State-Of-The-Art Algorithms For Low-Rank Dynamic Mode Decomposition. CoRR Patrick Héas, Cédric Herzet
2020	J	`jnl`	Continuous dictionaries meet low-rank tensor approximations. CoRR Clement Elvira, Jeremy E. Cohen, Cédric Herzet, Rémi Gribonval
2020	Misc	`conf`	Generalized Kernel-Based Dynamic Mode Decomposition. ICASSP Patrick Héas, Cédric Herzet, Benoît Combès
2020	J	`jnl`	Generalized Kernel-Based Dynamic Mode Decomposition. CoRR Patrick Héas, Cédric Herzet, Benoît Combès
2020	—	`conf`	Interpolating and translation-invariant approximations of parametric dictionaries. EUSIPCO Frédéric Champagnat, Cédric Herzet
2020	J	`jnl`	Performance guarantees for a variational "multi-space" decoder. Adv. Comput. Math. Cédric Herzet, Mamadou Lamarana Diallo
2020	J	`jnl`	Safe Squeezing for Antisparse Coding. IEEE Trans. Signal Process. Clément Elvira, Cédric Herzet
2020	—	`conf`	Sequential Sensor Placement using Bayesian Compressed Sensing for Source Localization. EUSIPCO Milan Courcoux-Caro, Charles Vanwynsberghe, Cédric Herzet, Alexandre Baussard
2020	Misc	`conf`	Short and Squeezed: Accelerating the Computation of Antisparse Representations with Safe Squeezing. ICASSP Clément Elvira, Cédric Herzet
2020	J	`jnl`	Translation-invariant interpolation of parametric dictionaries. CoRR Frédéric Champagnat, Cédric Herzet
2019	Misc	`conf`	Atom Selection in Continuous Dictionaries: Reconciling Polar and SVD Approximations. ICASSP Frédéric Champagnat, Cédric Herzet
2019	J	`jnl`	Gather and Conquer: Region-Based Strategies to Accelerate Safe Screening Tests. IEEE Trans. Signal Process. Cédric Herzet, Clément Dorffer, Angélique Dremeau
2019	C	`conf`	Learning Ocean Dynamical Priors from Noisy Data Using Assimilation-Derived Neural Nets. IGARSS Said Ouala, Duong Nguyen, Cédric Herzet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier, Ronan Fablet
2019	Misc	`conf`	Learning Stochastic Representations of Geophysical Dynamics. ICASSP Said Ouala, Ronan Fablet, Cédric Herzet, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier
2019	Misc	`conf`	OMP and Continuous Dictionaries: Is k-step Recovery Possible? ICASSP Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet
2019	—	`conf`	Region-Based Relaxations To Accelerate Greedy Approaches. EUSIPCO Clément Dorffer, Cédric Herzet, Angélique Drémeau
2019	J	`jnl`	Safe squeezing for antisparse coding. CoRR Clément Elvira, Cédric Herzet
2019	C	`conf`	Sea Surface Dynamics Reconstruction Using Neural Networks Based Kalman Filter. IGARSS Said Ouala, Ronan Fablet, Cédric Herzet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier
2019	J	`jnl`	When does OMP achieve support recovery with continuous dictionaries? CoRR Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet
2018	—	`conf`	Bilinear Residual Neural Network for the Identification and Forecasting of Geophysical Dynamics. EUSIPCO Ronan Fablet, Said Ouala, Cédric Herzet
2018	Misc	`conf`	Joint Screening Tests for Lasso. ICASSP Cédric Herzet, Angélique Drémeau
2018	J	`jnl`	Low-rank Approximation of Linear Maps. CoRR Patrick Héas, Cédric Herzet
2018	J	`jnl`	Neural Network Based Kalman Filters for the Spatio-Temporal Interpolation of Satellite-Derived Sea Surface Temperature. Remote. Sens. Said Ouala, Ronan Fablet, Cédric Herzet, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier
2018	C	`conf`	Sea Surface Temperature Prediction and Reconstruction Using Patch-Level Neural Network Representations. IGARSS Said Ouala, Cédric Herzet, Ronan Fablet
2018	J	`jnl`	Sea surface temperature prediction and reconstruction using patch-level neural network representations. CoRR Said Ouala, Cédric Herzet, Ronan Fablet
2017	J	`jnl`	Bilinear residual Neural Network for the identification and forecasting of dynamical systems. CoRR Ronan Fablet, Said Ouala, Cédric Herzet
2017	Misc	`conf`	DOA estimation in structured phase-noisy environments. ICASSP Angélique Dremeau, Cédric Herzet
2017	A*	`conf`	Elastic Shape-from-Template with Spatially Sparse Deforming Forces. CVPR Abed Malti, Cédric Herzet
2017	J	`jnl`	Joint Screening Tests for LASSO. CoRR Cédric Herzet, Angélique Drémeau
2017	Misc	`conf`	Optimal low-rank Dynamic Mode Decomposition. ICASSP Patrick Héas, Cédric Herzet
2016	J	`jnl`	An Efficient Algorithm for Video Superresolution Based on a Sequential Model. SIAM J. Imaging Sci. Patrick Héas, Angélique Drémeau, Cédric Herzet
2016	J	`jnl`	DOA estimation in structured phase-noisy environments: technical report. CoRR Angélique Drémeau, Cédric Herzet
2016	J	`jnl`	Low-rank Approximation and Dynamic Mode Decomposition. CoRR Patrick Héas, Cédric Herzet
2016	Misc	`conf`	Reduced-order modeling of hidden dynamics. ICASSP Patrick Héas, Cédric Herzet
2016	J	`jnl`	Relaxed Recovery Conditions for OMP/OLS by Exploiting Both Coherence and Decay. IEEE Trans. Inf. Theory Cédric Herzet, Angélique Dremeau, Charles Soussen
2016	Misc	`conf`	Safe screening tests for LASSO based on firmly non-expansiveness. ICASSP Abed Malti, Cédric Herzet
2015	J	`jnl`	Estimation of Super-Resolved Video Dynamics. CoRR Patrick Héas, Angélique Drémeau, Cédric Herzet
2014	J	`jnl`	Bayesian Pursuit Algorithms. CoRR Cédric Herzet, Angélique Dremeau
2014	J	`jnl`	Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic
2014	J	`jnl`	Relaxed Recovery Conditions for OMP/OLS by Exploiting both Coherence and Decay. CoRR Cédric Herzet, Charles Soussen
2014	Misc	`conf`	Sparse representations in nested non-linear models. ICASSP Angélique Dremeau, Patrick Héas, Cédric Herzet
2013	J	`jnl`	Bayesian Estimation of Turbulent Motion. IEEE Trans. Pattern Anal. Mach. Intell. Patrick Héas, Cédric Herzet, Étienne Mémin, Dominique Heitz, Pablo D. Mininni
2013	J	`jnl`	Enhanced blind decoding of Tardos codes with new map-based functions CoRR Mathieu Desoubeaux, Cédric Herzet, William Puech, Gaëtan Le Guelvouit
2013	C	`conf`	Enhanced blind decoding of tardos codes with new MAP-based functions. MMSP Mathieu Desoubeaux, Cédric Herzet, William Puech, Gaëtan Le Guelvouit
2013	J	`jnl`	Exact Recovery Conditions for Sparse Representations With Partial Support Information. IEEE Trans. Inf. Theory Cédric Herzet, Charles Soussen, Jérôme Idier, Rémi Gribonval
2013	J	`jnl`	Exact Recovery Conditions for Sparse Representations with Partial Support Information CoRR Cédric Herzet, Charles Soussen, Jérôme Idier, Rémi Gribonval
2013	J	`jnl`	Joint k-Step Analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares. IEEE Trans. Inf. Theory Charles Soussen, Rémi Gribonval, Jérôme Idier, Cédric Herzet
2012	J	`jnl`	Bayesian Inference of Models and Hyperparameters for Robust Optical-Flow Estimation. IEEE Trans. Image Process. Patrick Héas, Cédric Herzet, Étienne Mémin
2012	J	`jnl`	Boltzmann Machine and Mean-Field Approximation for Structured Sparse Decompositions. IEEE Trans. Signal Process. Angélique Dremeau, Cédric Herzet, Laurent Daudet
2012	J	`jnl`	Coherence-based Partial Exact Recovery Condition for OMP/OLS. CoRR Cédric Herzet, Charles Soussen, Jérôme Idier, Rémi Gribonval
2012	Misc	`conf`	Structured Bayesian Orthogonal Matching Pursuit. ICASSP Angélique Dremeau, Cédric Herzet, Laurent Daudet
2011	—	`conf`	Robust Optic-Flow Estimation with Bayesian Inference of Model and Hyper-parameters. SSVM Patrick Héas, Cédric Herzet, Étienne Mémin
2011	—	`conf`	Wavelet-Based Fluid Motion Estimation. SSVM Pierre Dérian, Patrick Héas, Cédric Herzet, Étienne Mémin
2010	B	`conf`	A novel adaptive iterative detection technique for joint estimation and detection. PIMRC Onur Oguz, Cédric Herzet, Luc Vandendorpe
2010	Misc	`conf`	An EM-algorithm approach for the design of orthonormal bases adapted to sparse representations. ICASSP Angélique Dremeau, Cédric Herzet
2010	—	`conf`	Anisotropic multiscale sparse learned bases for image compression. Visual Information Processing and Communication Angélique Drémeau, Cédric Herzet, Christine Guillemot, Jean-Jacques Fuchs
2010	—	`conf`	Bayesian pursuit algorithms. EUSIPCO Cédric Herzet, Angélique Dremeau
2010	J	`jnl`	Code-Aided Maximum-Likelihood Ambiguity Resolution Through Free-Energy Minimization. IEEE Trans. Signal Process. Cédric Herzet, Kampol Woradit, Henk Wymeersch, Luc Vandendorpe
2010	Misc	`conf`	Lowcomplexity iterative detection in the presence of nuisance parameters. ICASSP Onur Oguz, Luc Vandendorpe, Cédric Herzet
2010	Misc	`conf`	Sparse optimization with directional DCT bases for image compression. ICASSP Angélique Dremeau, Cédric Herzet, Christine Guillemot, Jean-Jacques Fuchs
2010	Misc	`conf`	Sparse representation algorithms based on mean-field approximations. ICASSP Cédric Herzet, Angélique Dremeau
2010	C	`conf`	Spatial intra-prediction based on mixtures of sparse representations. MMSP Angélique Dremeau, Mehmet Türkan, Cédric Herzet, Christine Guillemot, Jean-Jacques Fuchs
2009	—	`conf`	Error Resilient Non-Asymmetric Slepian-Wolf Coding. ICC Cédric Herzet, Velotiaray Toto-Zarasoa, Aline Roumy
2009	Misc	`conf`	Robust and fast non asymmetric distributed source coding using turbo codes on the syndrome trellis. ICASSP Velotiaray Toto-Zarasoa, Aline Roumy, Christine Guillemot, Cédric Herzet
2009	—	`conf`	Smoothing PLLs for QAM Dynamical Phase Estimation. ICC Jianxiao Yang, Benoit Geller, Cédric Herzet, Jean-Marc Brossier
2008	J	`jnl`	A Cramér-Rao Bound Characterization of the EM-Algorithm Mean Speed of Convergence. IEEE Trans. Signal Process. Cédric Herzet, Valéry Ramon, Alexandre Renaux, Luc Vandendorpe
2008	J	`jnl`	Analytic and Asymptotic Analysis of Bayesian Cramér-Rao Bound for Dynamical Phase Offset Estimation. IEEE Trans. Signal Process. Stéphanie Bay, Cédric Herzet, Jean-Marc Brossier, Jean-Pierre Barbot, Benoit Geller
2008	J	`jnl`	MAP-Based Code-Aided Hypothesis Testing. IEEE Trans. Wirel. Commun. Cédric Herzet, Henk Wymeersch, Frederik Simoens, Marc Moeneclaey, Luc Vandendorpe
2008	Misc	`conf`	On the convergence of the iterative "pseudo likelihood" maximization algorithm. ICASSP Cédric Herzet
2007	J	`jnl`	A Semi-Analytical Method for Predicting the Performance and Convergence Behavior of a Multiuser Turbo-Equalizer/Demapper. IEEE Trans. Signal Process. Valéry Ramon, Cédric Herzet, Luc Vandendorpe
2007	J	`jnl`	A Theoretical Framework for Iterative Synchronization Based on the Sum-Product and the Expectation-Maximization Algorithms. IEEE Trans. Signal Process. Cédric Herzet, Valéry Ramon, Luc Vandendorpe
2007	—	`conf`	Code-Aided ML Ambiguity Resolution. ICC Cédric Herzet, Luc Vandendorpe
2007	J	`jnl`	Code-Aided Turbo Synchronization. Proc. IEEE Cédric Herzet, Nele Noels, Vincenzo Lottici, Henk Wymeersch, Marco Luise, Marc Moeneclaey, Luc Vandendorpe
2007	J	`jnl`	Comparison of EM-Based Algorithms for MIMO Channel Estimation. IEEE Trans. Commun. Xavier Wautelet, Cédric Herzet, Antoine Dejonghe, Jérôme Louveaux, Luc Vandendorpe
2007	J	`jnl`	On Maximum-Likelihood Timing Synchronization. IEEE Trans. Commun. Cédric Herzet, Henk Wymeersch, Marc Moeneclaey, Luc Vandendorpe
2007	—	`conf`	Prediction of the EM-Algorithm Speed of Convergence with Cramer-Rao Bounds. ICASSP (3) Cédric Herzet, Luc Vandendorpe
2007	—	`conf`	Soft Estimation of Time-Varying Frequency Selective Channels Using Kalman Smoothing. ICC Valéry Ramon, Cédric Herzet, Xavier Wautelet, Luc Vandendorpe
2006	—	`conf`	Calculating the Performance of a Soft-Information-Based Best Linear Unbiased Estimator of Amplitude and Carrier Phase Offset. ICASSP (4) Valéry Ramon, Cédric Herzet, Xavier Wautelet, Luc Vandendorpe
2006	—	`conf`	Calculating the performance degradation of a MMSE/IC turbo-equalization scheme due to SNR estimation errors. ICC Valéry Ramon, Aline Roumy, Cédric Herzet, Luc Vandendorpe
2006	—	`—`	Code-aided synchronization for digital burst communications. Cédric Herzet
2006	—	`conf`	Frame-Error-Rate-wise Optimal Code-Aided Hypothesis Testing. ICC Cédric Herzet, Xavier Wautelet, Valéry Ramon, Luc Vandendorpe
2006	—	`conf`	Iterative Synchronization: EM Algorithm Versus Newton-Raphson Method. ICASSP (4) Cédric Herzet, Xavier Wautelet, Valéry Ramon, Luc Vandendorpe
2005	—	`conf`	A factor graph approach to design close-to-optimal receivers in the presence of a timing uncertainty. EUSIPCO Cédric Herzet, Valéry Ramon, Luc Vandendorpe
2004	—	`conf`	EM algorithm-based multiuser synchronization in turbo receivers. ICASSP (4) Valéry Ramon, Cédric Herzet, Luc Vandendorpe, Marc Moeneclaey
2003	—	`conf`	EM algorithm-based timing synchronization in turbo receivers. ICASSP (4) Cédric Herzet, Valéry Ramon, Luc Vandendorpe, Marc Moeneclaey
2003	—	`conf`	Turbo synchronization: an EM algorithm interpretation. ICC Nele Noels, Cédric Herzet, Antoine Dejonghe, Vincenzo Lottici, Heidi Steendam, Marc Moeneclaey, Marco Luise, Luc Vandendorpe