EM algorithm-based timing synchronization in turbo receivers. - Cédric Herzet; Valéry Ramon; Luc Vandendorpe; Marc Moeneclaey (ICASSP (4), 2003)

Turbo synchronization: an EM algorithm interpretation. - Nele Noels; Cédric Herzet; Antoine Dejonghe; Vincenzo Lottici; Heidi Steendam; Marc Moeneclaey; Marco Luise; Luc Vandendorpe (ICC, 2003)

EM algorithm-based multiuser synchronization in turbo receivers. - Valéry Ramon; Cédric Herzet; Luc Vandendorpe; Marc Moeneclaey (ICASSP (4), 2004)

A factor graph approach to design close-to-optimal receivers in the presence of a timing uncertainty. - Cédric Herzet; Valéry Ramon; Luc Vandendorpe (EUSIPCO, 2005)

Iterative Synchronization: EM Algorithm Versus Newton-Raphson Method. - Cédric Herzet; Xavier Wautelet; Valéry Ramon; Luc Vandendorpe (ICASSP (4), 2006)

Calculating the Performance of a Soft-Information-Based Best Linear Unbiased Estimator of Amplitude and Carrier Phase Offset. - Valéry Ramon; Cédric Herzet; Xavier Wautelet; Luc Vandendorpe (ICASSP (4), 2006)

Frame-Error-Rate-wise Optimal Code-Aided Hypothesis Testing. - Cédric Herzet; Xavier Wautelet; Valéry Ramon; Luc Vandendorpe (ICC, 2006)

Calculating the performance degradation of a MMSE/IC turbo-equalization scheme due to SNR estimation errors. - Valéry Ramon; Aline Roumy; Cédric Herzet; Luc Vandendorpe (ICC, 2006)

Code-aided synchronization for digital burst communications. - Cédric Herzet (2006)

Prediction of the EM-Algorithm Speed of Convergence with Cramer-Rao Bounds. - Cédric Herzet; Luc Vandendorpe (ICASSP (3), 2007)

Code-Aided ML Ambiguity Resolution. - Cédric Herzet; Luc Vandendorpe (ICC, 2007)

Soft Estimation of Time-Varying Frequency Selective Channels Using Kalman Smoothing. - Valéry Ramon; Cédric Herzet; Xavier Wautelet; Luc Vandendorpe (ICC, 2007)

Code-Aided Turbo Synchronization. - Cédric Herzet; Nele Noels; Vincenzo Lottici; Henk Wymeersch; Marco Luise; Marc Moeneclaey; Luc Vandendorpe (Proc. IEEE, 2007)

On Maximum-Likelihood Timing Synchronization. - Cédric Herzet; Henk Wymeersch; Marc Moeneclaey; Luc Vandendorpe (IEEE Trans. Commun., 2007)

Comparison of EM-Based Algorithms for MIMO Channel Estimation. - Xavier Wautelet; Cédric Herzet; Antoine Dejonghe; Jérôme Louveaux; Luc Vandendorpe (IEEE Trans. Commun., 2007)

A Theoretical Framework for Iterative Synchronization Based on the Sum-Product and the Expectation-Maximization Algorithms. - Cédric Herzet; Valéry Ramon; Luc Vandendorpe (IEEE Trans. Signal Process., 2007)

A Semi-Analytical Method for Predicting the Performance and Convergence Behavior of a Multiuser Turbo-Equalizer/Demapper. - Valéry Ramon; Cédric Herzet; Luc Vandendorpe (IEEE Trans. Signal Process., 2007)

On the convergence of the iterative "pseudo likelihood" maximization algorithm. - Cédric Herzet (ICASSP, 2008)

Analytic and Asymptotic Analysis of Bayesian Cramér-Rao Bound for Dynamical Phase Offset Estimation. - Stéphanie Bay; Cédric Herzet; Jean-Marc Brossier; Jean-Pierre Barbot; Benoit Geller (IEEE Trans. Signal Process., 2008)

A Cramér-Rao Bound Characterization of the EM-Algorithm Mean Speed of Convergence. - Cédric Herzet; Valéry Ramon; Alexandre Renaux; Luc Vandendorpe (IEEE Trans. Signal Process., 2008)

MAP-Based Code-Aided Hypothesis Testing. - Cédric Herzet; Henk Wymeersch; Frederik Simoens; Marc Moeneclaey; Luc Vandendorpe (IEEE Trans. Wirel. Commun., 2008)

Robust and fast non asymmetric distributed source coding using turbo codes on the syndrome trellis. - Velotiaray Toto-Zarasoa; Aline Roumy; Christine Guillemot; Cédric Herzet (ICASSP, 2009)

Error Resilient Non-Asymmetric Slepian-Wolf Coding. - Cédric Herzet; Velotiaray Toto-Zarasoa; Aline Roumy (ICC, 2009)

Smoothing PLLs for QAM Dynamical Phase Estimation. - Jianxiao Yang; Benoit Geller; Cédric Herzet; Jean-Marc Brossier (ICC, 2009)

Bayesian pursuit algorithms. - Cédric Herzet; Angélique Dremeau (EUSIPCO, 2010)

An EM-algorithm approach for the design of orthonormal bases adapted to sparse representations. - Angélique Dremeau; Cédric Herzet (ICASSP, 2010)

Sparse optimization with directional DCT bases for image compression. - Angélique Dremeau; Cédric Herzet; Christine Guillemot; Jean-Jacques Fuchs (ICASSP, 2010)

Sparse representation algorithms based on mean-field approximations. - Cédric Herzet; Angélique Dremeau (ICASSP, 2010)

Lowcomplexity iterative detection in the presence of nuisance parameters. - Onur Oguz; Luc Vandendorpe; Cédric Herzet (ICASSP, 2010)

Spatial intra-prediction based on mixtures of sparse representations. - Angélique Dremeau; Mehmet Türkan; Cédric Herzet; Christine Guillemot; Jean-Jacques Fuchs (MMSP, 2010)

A novel adaptive iterative detection technique for joint estimation and detection. - Onur Oguz; Cédric Herzet; Luc Vandendorpe (PIMRC, 2010)

Anisotropic multiscale sparse learned bases for image compression. - Angélique Drémeau; Cédric Herzet; Christine Guillemot; Jean-Jacques Fuchs (Visual Information Processing and Communication, 2010)

Code-Aided Maximum-Likelihood Ambiguity Resolution Through Free-Energy Minimization. - Cédric Herzet; Kampol Woradit; Henk Wymeersch; Luc Vandendorpe (IEEE Trans. Signal Process., 2010)

Wavelet-Based Fluid Motion Estimation. - Pierre Dérian; Patrick Héas; Cédric Herzet; Étienne Mémin (SSVM, 2011)

Robust Optic-Flow Estimation with Bayesian Inference of Model and Hyper-parameters. - Patrick Héas; Cédric Herzet; Étienne Mémin (SSVM, 2011)

Structured Bayesian Orthogonal Matching Pursuit. - Angélique Dremeau; Cédric Herzet; Laurent Daudet (ICASSP, 2012)

Coherence-based Partial Exact Recovery Condition for OMP/OLS. - Cédric Herzet; Charles Soussen; Jérôme Idier; Rémi Gribonval (CoRR, 2012)

Bayesian Inference of Models and Hyperparameters for Robust Optical-Flow Estimation. - Patrick Héas; Cédric Herzet; Étienne Mémin (IEEE Trans. Image Process., 2012)

Boltzmann Machine and Mean-Field Approximation for Structured Sparse Decompositions. - Angélique Dremeau; Cédric Herzet; Laurent Daudet (IEEE Trans. Signal Process., 2012)

Enhanced blind decoding of tardos codes with new MAP-based functions. - Mathieu Desoubeaux; Cédric Herzet; William Puech; Gaëtan Le Guelvouit (MMSP, 2013)

Bayesian Estimation of Turbulent Motion. - Patrick Héas; Cédric Herzet; Étienne Mémin; Dominique Heitz; Pablo D. Mininni (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Exact Recovery Conditions for Sparse Representations With Partial Support Information. - Cédric Herzet; Charles Soussen; Jérôme Idier; Rémi Gribonval (IEEE Trans. Inf. Theory, 2013)

Joint k-Step Analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares. - Charles Soussen; Rémi Gribonval; Jérôme Idier; Cédric Herzet (IEEE Trans. Inf. Theory, 2013)

Sparse representations in nested non-linear models. - Angélique Dremeau; Patrick Héas; Cédric Herzet (ICASSP, 2014)

Relaxed Recovery Conditions for OMP/OLS by Exploiting both Coherence and Decay. - Cédric Herzet; Charles Soussen (CoRR, 2014)

Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). - 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; et al. (CoRR, 2014)

Estimation of Super-Resolved Video Dynamics. - Patrick Héas; Angélique Drémeau; Cédric Herzet (CoRR, 2015)

Reduced-order modeling of hidden dynamics. - Patrick Héas; Cédric Herzet (ICASSP, 2016)

Safe screening tests for LASSO based on firmly non-expansiveness. - Abed Malti; Cédric Herzet (ICASSP, 2016)

DOA estimation in structured phase-noisy environments: technical report. - Angélique Drémeau; Cédric Herzet (CoRR, 2016)

Low-rank Approximation and Dynamic Mode Decomposition. - Patrick Héas; Cédric Herzet (CoRR, 2016)

An Efficient Algorithm for Video Superresolution Based on a Sequential Model. - Patrick Héas; Angélique Drémeau; Cédric Herzet (SIAM J. Imaging Sci., 2016)

Relaxed Recovery Conditions for OMP/OLS by Exploiting Both Coherence and Decay. - Cédric Herzet; Angélique Dremeau; Charles Soussen (IEEE Trans. Inf. Theory, 2016)

Elastic Shape-from-Template with Spatially Sparse Deforming Forces. - Abed Malti; Cédric Herzet (CVPR, 2017)

DOA estimation in structured phase-noisy environments. - Angélique Dremeau; Cédric Herzet (ICASSP, 2017)

Optimal low-rank Dynamic Mode Decomposition. - Patrick Héas; Cédric Herzet (ICASSP, 2017)

Bilinear residual Neural Network for the identification and forecasting of dynamical systems. - Ronan Fablet; Said Ouala; Cédric Herzet (CoRR, 2017)

Bilinear Residual Neural Network for the Identification and Forecasting of Geophysical Dynamics. - Ronan Fablet; Said Ouala; Cédric Herzet (EUSIPCO, 2018)

Joint Screening Tests for Lasso. - Cédric Herzet; Angélique Drémeau (ICASSP, 2018)

Sea Surface Temperature Prediction and Reconstruction Using Patch-Level Neural Network Representations. - Said Ouala; Cédric Herzet; Ronan Fablet (IGARSS, 2018)

Low-rank Approximation of Linear Maps. - Patrick Héas; Cédric Herzet (CoRR, 2018)

Neural Network Based Kalman Filters for the Spatio-Temporal Interpolation of Satellite-Derived Sea Surface Temperature. - Said Ouala; Ronan Fablet; Cédric Herzet; Bertrand Chapron; Ananda Pascual; Fabrice Collard; Lucile Gaultier (Remote. Sens., 2018)

Region-Based Relaxations To Accelerate Greedy Approaches. - Clément Dorffer; Cédric Herzet; Angélique Drémeau (EUSIPCO, 2019)

Atom Selection in Continuous Dictionaries: Reconciling Polar and SVD Approximations. - Frédéric Champagnat; Cédric Herzet (ICASSP, 2019)

OMP and Continuous Dictionaries: Is k-step Recovery Possible? - Clément Elvira; Rémi Gribonval; Charles Soussen; Cédric Herzet (ICASSP, 2019)

Learning Stochastic Representations of Geophysical Dynamics. - Said Ouala; Ronan Fablet; Cédric Herzet; Bertrand Chapron; Ananda Pascual; Fabrice Collard; Lucile Gaultier (ICASSP, 2019)

Sea Surface Dynamics Reconstruction Using Neural Networks Based Kalman Filter. - Said Ouala; Ronan Fablet; Cédric Herzet; Lucas Drumetz; Bertrand Chapron; Ananda Pascual; Fabrice Collard; Lucile Gaultier (IGARSS, 2019)

Learning Ocean Dynamical Priors from Noisy Data Using Assimilation-Derived Neural Nets. - Said Ouala; Duong Nguyen; Cédric Herzet; Lucas Drumetz; Bertrand Chapron; Ananda Pascual; Fabrice Collard; Lucile Gaultier; Ronan Fablet (IGARSS, 2019)

When does OMP achieve support recovery with continuous dictionaries? - Clément Elvira; Rémi Gribonval; Charles Soussen; Cédric Herzet (CoRR, 2019)

Gather and Conquer: Region-Based Strategies to Accelerate Safe Screening Tests. - Cédric Herzet; Clément Dorffer; Angélique Dremeau (IEEE Trans. Signal Process., 2019)

Interpolating and translation-invariant approximations of parametric dictionaries. - Frédéric Champagnat; Cédric Herzet (EUSIPCO, 2020)

Sequential Sensor Placement using Bayesian Compressed Sensing for Source Localization. - Milan Courcoux-Caro; Charles Vanwynsberghe; Cédric Herzet; Alexandre Baussard (EUSIPCO, 2020)

Short and Squeezed: Accelerating the Computation of Antisparse Representations with Safe Squeezing. - Clément Elvira; Cédric Herzet (ICASSP, 2020)

Generalized Kernel-Based Dynamic Mode Decomposition. - Patrick Héas; Cédric Herzet; Benoît Combès (ICASSP, 2020)

Performance guarantees for a variational "multi-space" decoder. - Cédric Herzet; Mamadou Lamarana Diallo (Adv. Comput. Math., 2020)

Continuous dictionaries meet low-rank tensor approximations. - Clement Elvira; Jeremy E. Cohen; Cédric Herzet; Rémi Gribonval (CoRR, 2020)

Translation-invariant interpolation of parametric dictionaries. - Frédéric Champagnat; Cédric Herzet (CoRR, 2020)

Safe Squeezing for Antisparse Coding. - Clément Elvira; Cédric Herzet (IEEE Trans. Signal Process., 2020)

State-Of-The-Art Algorithms For Low-Rank Dynamic Mode Decomposition. - Patrick Héas; Cédric Herzet (CoRR, 2021)

Some Contributions to Reconstruction Problems. (Quelques contributions dans le domaine des problèmes de reconstruction). - Cédric Herzet (2022)

Region-free Safe Screening Tests for $ ell_{1}$-penalized Convex Problems. - Cédric Herzet; Clément Elvira; Hong Phuong Dang (EUSIPCO, 2022)

Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces. - Thu-Le Tran; Clément Elvira; Hong Phuong Dang; Cédric Herzet (EUSIPCO, 2022)

Screen & Relax: Accelerating The Resolution Of Elastic-Net By Safe Identification of The Solution Support. - Théo Guyard; Cédric Herzet; Clément Elvira (ICASSP, 2022)

Node-Screening Tests For The L0-Penalized Least-Squares Problem. - Théo Guyard; Cédric Herzet; Clément Elvira (ICASSP, 2022)

Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces with supplementary material. - Thu-Le Tran; Clément Elvira; Hong Phuong Dang; Cédric Herzet (CoRR, 2022)

Low-Rank Dynamic Mode Decomposition: An Exact and Tractable Solution. - Patrick Héas; Cédric Herzet (J. Nonlinear Sci., 2022)

Safe Peeling for $ ell_{0}$-Regularized Least-Squares. - Théo Guyard; Gilles Monnoyer; Clément Elvira; Cédric Herzet (EUSIPCO, 2023)

Safe peeling for l0-regularized least-squares with supplementary material. - Théo Guyard; Gilles Monnoyer; Clément Elvira; Cédric Herzet (CoRR, 2023)

One to beat them all: "RYU" - a unifying framework for the construction of safe balls. - Thu-Le Tran; Clément Elvira; Hong Phuong Dang; Cédric Herzet (CoRR, 2023)

Safe Rules for the Identification of Zeros in the Solutions of the SLOPE Problem. - Clément Elvira; Cédric Herzet (SIAM J. Math. Data Sci., 2023)

A New Branch-and-Bound Pruning Framework for ℓ0-Regularized Problems. - Théo Guyard; Cédric Herzet; Clément Elvira; Ayse-Nur Arslan (ICML, 2024)

A New Branch-and-Bound Pruning Framework for ℓ0-Regularized Problems. - Théo Guyard; Cédric Herzet; Clément Elvira; Ayse-Nur Arslan (CoRR, 2024)

A Generic Branch-and-Bound Algorithm for ℓ0-Penalized Problems with Supplementary Material. - Clément Elvira; Théo Guyard; Cédric Herzet (CoRR, 2025)

El0ps: An Exact L0-regularized Problems Solver. - Théo Guyard; Cédric Herzet; Clément Elvira (CoRR, 2025)

Nonlinear Reduced Modeling of Dynamical Systems Using Kernel Methods and Low-Rank Approximation. - Patrick Héas; Cédric Herzet; Benoît Combès (J. Nonlinear Sci., 2025)