Cédric Herzet

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 48

Top Venues

Catholic University of Louvain, Louvain-la-Neuve, Belgium (PHD)

Education History

Catholic University of Louvain, Louvain-la-Neuve, Belgium

PHD

Publications

Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet
One to beat them all: "RYU" - a unifying framework for the construction of safe balls. CoRR (2023)
Théo Guyard, Gilles Monnoyer, Clément Elvira, Cédric Herzet
Safe Peeling for $\ell_{0}$-Regularized Least-Squares. EUSIPCO (2023)
Clément Elvira, Cédric Herzet
Safe Rules for the Identification of Zeros in the Solutions of the SLOPE Problem. SIAM J. Math. Data Sci. 5 (1) (2023)
Théo Guyard, Gilles Monnoyer, Clément Elvira, Cédric Herzet
Safe peeling for l0-regularized least-squares with supplementary material. CoRR (2023)
Théo Guyard, Cédric Herzet, Clément Elvira
Screen & Relax: Accelerating The Resolution Of Elastic-Net By Safe Identification of The Solution Support. ICASSP (2022)
Théo Guyard, Cédric Herzet, Clément Elvira
Node-Screening Tests For The L0-Penalized Least-Squares Problem. ICASSP (2022)
Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet
Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces. EUSIPCO (2022)
Cédric Herzet, Clément Elvira, Hong Phuong Dang
Region-free Safe Screening Tests for $\ell_{1}$-penalized Convex Problems. EUSIPCO (2022)
Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet
Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces with supplementary material. CoRR (2022)
Patrick Héas, Cédric Herzet
Low-Rank Dynamic Mode Decomposition: An Exact and Tractable Solution. J. Nonlinear Sci. 32 (1) (2022)
Patrick Héas, Cédric Herzet
State-Of-The-Art Algorithms For Low-Rank Dynamic Mode Decomposition. CoRR (2021)
Clément Elvira, Cédric Herzet
Safe rules for the identification of zeros in the solutions of the SLOPE problem. CoRR (2021)
Frédéric Champagnat, Cédric Herzet
Interpolating and translation-invariant approximations of parametric dictionaries. EUSIPCO (2020)
Clément Elvira, Cédric Herzet
Safe Squeezing for Antisparse Coding. IEEE Trans. Signal Process. 68 (2020)
Frédéric Champagnat, Cédric Herzet
Translation-invariant interpolation of parametric dictionaries. CoRR (2020)
Clément Elvira, Cédric Herzet
Short and Squeezed: Accelerating the Computation of Antisparse Representations with Safe Squeezing. ICASSP (2020)
Patrick Héas, Cédric Herzet, Benoît Combès
Generalized Kernel-Based Dynamic Mode Decomposition. ICASSP (2020)
Milan Courcoux-Caro, Charles Vanwynsberghe, Cédric Herzet, Alexandre Baussard
Sequential Sensor Placement using Bayesian Compressed Sensing for Source Localization. EUSIPCO (2020)
Clement Elvira, Jeremy E. Cohen, Cédric Herzet, Rémi Gribonval
Continuous dictionaries meet low-rank tensor approximations. CoRR (2020)
Cédric Herzet, Mamadou Lamarana Diallo
Performance guarantees for a variational "multi-space" decoder. Adv. Comput. Math. 46 (1) (2020)
Patrick Héas, Cédric Herzet, Benoît Combès
Generalized Kernel-Based Dynamic Mode Decomposition. CoRR (2020)
Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet
When does OMP achieve support recovery with continuous dictionaries? CoRR (2019)
Clément Elvira, Rémi Gribonval, Charles Soussen, Cédric Herzet
OMP and Continuous Dictionaries: Is k-step Recovery Possible? ICASSP (2019)
Frédéric Champagnat, Cédric Herzet
Atom Selection in Continuous Dictionaries: Reconciling Polar and SVD Approximations. ICASSP (2019)
Said Ouala, Ronan Fablet, Cédric Herzet, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier
Learning Stochastic Representations of Geophysical Dynamics. ICASSP (2019)
Cédric Herzet, Clément Dorffer, Angélique Dremeau
Gather and Conquer: Region-Based Strategies to Accelerate Safe Screening Tests. IEEE Trans. Signal Process. 67 (12) (2019)
Said Ouala, Duong Nguyen, Cédric Herzet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier, Ronan Fablet
Learning Ocean Dynamical Priors from Noisy Data Using Assimilation-Derived Neural Nets. IGARSS (2019)
Clément Dorffer, Cédric Herzet, Angélique Drémeau
Region-Based Relaxations To Accelerate Greedy Approaches. EUSIPCO (2019)
Said Ouala, Ronan Fablet, Cédric Herzet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier
Sea Surface Dynamics Reconstruction Using Neural Networks Based Kalman Filter. IGARSS (2019)
Clément Elvira, Cédric Herzet
Safe squeezing for antisparse coding. CoRR (2019)
Ronan Fablet, Said Ouala, Cédric Herzet
Bilinear Residual Neural Network for the Identification and Forecasting of Geophysical Dynamics. EUSIPCO (2018)
Said Ouala, Cédric Herzet, Ronan Fablet
Sea Surface Temperature Prediction and Reconstruction Using Patch-Level Neural Network Representations. IGARSS (2018)
Said Ouala, Cédric Herzet, Ronan Fablet
Sea surface temperature prediction and reconstruction using patch-level neural network representations. CoRR (2018)
Patrick Héas, Cédric Herzet
Low-rank Approximation of Linear Maps. CoRR (2018)
Said Ouala, Ronan Fablet, Cédric Herzet, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier
Neural Network Based Kalman Filters for the Spatio-Temporal Interpolation of Satellite-Derived Sea Surface Temperature. Remote. Sens. 10 (12) (2018)
Cédric Herzet, Angélique Drémeau
Joint Screening Tests for Lasso. ICASSP (2018)
Abed Malti, Cédric Herzet
Elastic Shape-from-Template with Spatially Sparse Deforming Forces. CVPR (2017)
Ronan Fablet, Said Ouala, Cédric Herzet
Bilinear residual Neural Network for the identification and forecasting of dynamical systems. CoRR (2017)
Patrick Héas, Cédric Herzet
Optimal low-rank Dynamic Mode Decomposition. ICASSP (2017)
Angélique Dremeau, Cédric Herzet
DOA estimation in structured phase-noisy environments. ICASSP (2017)
Cédric Herzet, Angélique Drémeau
Joint Screening Tests for LASSO. CoRR (2017)
Patrick Héas, Angélique Drémeau, Cédric Herzet
An Efficient Algorithm for Video Superresolution Based on a Sequential Model. SIAM J. Imaging Sci. 9 (2) (2016)
Patrick Héas, Cédric Herzet
Low-rank Approximation and Dynamic Mode Decomposition. CoRR (2016)
Angélique Drémeau, Cédric Herzet
DOA estimation in structured phase-noisy environments: technical report. CoRR (2016)
Cédric Herzet, Angélique Dremeau, Charles Soussen
Relaxed Recovery Conditions for OMP/OLS by Exploiting Both Coherence and Decay. IEEE Trans. Inf. Theory 62 (1) (2016)
Patrick Héas, Cédric Herzet
Reduced-order modeling of hidden dynamics. ICASSP (2016)
Abed Malti, Cédric Herzet
Safe screening tests for LASSO based on firmly non-expansiveness. ICASSP (2016)
Patrick Héas, Angélique Drémeau, Cédric Herzet
Estimation of Super-Resolved Video Dynamics. CoRR (2015)
Cédric Herzet, Angélique Dremeau
Bayesian Pursuit Algorithms. CoRR (2014)
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
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR (2014)
Cédric Herzet, Charles Soussen
Relaxed Recovery Conditions for OMP/OLS by Exploiting both Coherence and Decay. CoRR (2014)
Angélique Dremeau, Patrick Héas, Cédric Herzet
Sparse representations in nested non-linear models. ICASSP (2014)
Mathieu Desoubeaux, Cédric Herzet, William Puech, Gaëtan Le Guelvouit
Enhanced blind decoding of Tardos codes with new map-based functions CoRR (2013)
Cédric Herzet, Charles Soussen, Jérôme Idier, Rémi Gribonval
Exact Recovery Conditions for Sparse Representations with Partial Support Information CoRR (2013)
Mathieu Desoubeaux, Cédric Herzet, William Puech, Gaëtan Le Guelvouit
Enhanced blind decoding of tardos codes with new MAP-based functions. MMSP (2013)
Patrick Héas, Cédric Herzet, Étienne Mémin, Dominique Heitz, Pablo D. Mininni
Bayesian Estimation of Turbulent Motion. IEEE Trans. Pattern Anal. Mach. Intell. 35 (6) (2013)
Charles Soussen, Rémi Gribonval, Jérôme Idier, Cédric Herzet
Joint k-Step Analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares. IEEE Trans. Inf. Theory 59 (5) (2013)
Cédric Herzet, Charles Soussen, Jérôme Idier, Rémi Gribonval
Exact Recovery Conditions for Sparse Representations With Partial Support Information. IEEE Trans. Inf. Theory 59 (11) (2013)
Angélique Dremeau, Cédric Herzet, Laurent Daudet
Structured Bayesian Orthogonal Matching Pursuit. ICASSP (2012)
Angélique Dremeau, Cédric Herzet, Laurent Daudet
Boltzmann Machine and Mean-Field Approximation for Structured Sparse Decompositions. IEEE Trans. Signal Process. 60 (7) (2012)
Patrick Héas, Cédric Herzet, Étienne Mémin
Bayesian Inference of Models and Hyperparameters for Robust Optical-Flow Estimation. IEEE Trans. Image Process. 21 (4) (2012)
Cédric Herzet, Charles Soussen, Jérôme Idier, Rémi Gribonval
Coherence-based Partial Exact Recovery Condition for OMP/OLS. CoRR (2012)
Patrick Héas, Cédric Herzet, Étienne Mémin
Robust Optic-Flow Estimation with Bayesian Inference of Model and Hyper-parameters. SSVM (2011)
Pierre Dérian, Patrick Héas, Cédric Herzet, Étienne Mémin
Wavelet-Based Fluid Motion Estimation. SSVM (2011)
Cédric Herzet, Angélique Dremeau
Sparse representation algorithms based on mean-field approximations. ICASSP (2010)
Angélique Dremeau, Cédric Herzet, Christine Guillemot, Jean-Jacques Fuchs
Sparse optimization with directional DCT bases for image compression. ICASSP (2010)
Cédric Herzet, Kampol Woradit, Henk Wymeersch, Luc Vandendorpe
Code-Aided Maximum-Likelihood Ambiguity Resolution Through Free-Energy Minimization. IEEE Trans. Signal Process. 58 (12) (2010)
Angélique Dremeau, Mehmet Türkan, Cédric Herzet, Christine Guillemot, Jean-Jacques Fuchs
Spatial intra-prediction based on mixtures of sparse representations. MMSP (2010)
Onur Oguz, Luc Vandendorpe, Cédric Herzet
Lowcomplexity iterative detection in the presence of nuisance parameters. ICASSP (2010)
Angélique Dremeau, Cédric Herzet
An EM-algorithm approach for the design of orthonormal bases adapted to sparse representations. ICASSP (2010)
Cédric Herzet, Angélique Dremeau
Bayesian pursuit algorithms. EUSIPCO (2010)
Onur Oguz, Cédric Herzet, Luc Vandendorpe
A novel adaptive iterative detection technique for joint estimation and detection. PIMRC (2010)
Angélique Drémeau, Cédric Herzet, Christine Guillemot, Jean-Jacques Fuchs
Anisotropic multiscale sparse learned bases for image compression. Visual Information Processing and Communication (2010)
Jianxiao Yang, Benoit Geller, Cédric Herzet, Jean-Marc Brossier
Smoothing PLLs for QAM Dynamical Phase Estimation. ICC (2009)
Cédric Herzet, Velotiaray Toto-Zarasoa, Aline Roumy
Error Resilient Non-Asymmetric Slepian-Wolf Coding. ICC (2009)
Velotiaray Toto-Zarasoa, Aline Roumy, Christine Guillemot, Cédric Herzet
Robust and fast non asymmetric distributed source coding using turbo codes on the syndrome trellis. ICASSP (2009)
Stéphanie Bay, Cédric Herzet, Jean-Marc Brossier, Jean-Pierre Barbot, Benoit Geller
Analytic and Asymptotic Analysis of Bayesian Cramér-Rao Bound for Dynamical Phase Offset Estimation. IEEE Trans. Signal Process. 56 (1) (2008)
Cédric Herzet
On the convergence of the iterative "pseudo likelihood" maximization algorithm. ICASSP (2008)
Cédric Herzet, Henk Wymeersch, Frederik Simoens, Marc Moeneclaey, Luc Vandendorpe
MAP-Based Code-Aided Hypothesis Testing. IEEE Trans. Wirel. Commun. 7 (8) (2008)
Cédric Herzet, Valéry Ramon, Alexandre Renaux, Luc Vandendorpe
A Cramér-Rao Bound Characterization of the EM-Algorithm Mean Speed of Convergence. IEEE Trans. Signal Process. 56 (6) (2008)
Cédric Herzet, Luc Vandendorpe
Code-Aided ML Ambiguity Resolution. ICC (2007)
Cédric Herzet, Henk Wymeersch, Marc Moeneclaey, Luc Vandendorpe
On Maximum-Likelihood Timing Synchronization. IEEE Trans. Commun. 55 (6) (2007)
Xavier Wautelet, Cédric Herzet, Antoine Dejonghe, Jérôme Louveaux, Luc Vandendorpe
Comparison of EM-Based Algorithms for MIMO Channel Estimation. IEEE Trans. Commun. 55 (1) (2007)
Cédric Herzet, Luc Vandendorpe
Prediction of the EM-Algorithm Speed of Convergence with Cramer-Rao Bounds. ICASSP (3) (2007)
Valéry Ramon, Cédric Herzet, Luc Vandendorpe
A Semi-Analytical Method for Predicting the Performance and Convergence Behavior of a Multiuser Turbo-Equalizer/Demapper. IEEE Trans. Signal Process. 55 (3) (2007)
Cédric Herzet, Valéry Ramon, Luc Vandendorpe
A Theoretical Framework for Iterative Synchronization Based on the Sum-Product and the Expectation-Maximization Algorithms. IEEE Trans. Signal Process. 55 (5-1) (2007)
Cédric Herzet, Nele Noels, Vincenzo Lottici, Henk Wymeersch, Marco Luise, Marc Moeneclaey, Luc Vandendorpe
Code-Aided Turbo Synchronization. Proc. IEEE 95 (6) (2007)
Valéry Ramon, Cédric Herzet, Xavier Wautelet, Luc Vandendorpe
Soft Estimation of Time-Varying Frequency Selective Channels Using Kalman Smoothing. ICC (2007)
Cédric Herzet, Xavier Wautelet, Valéry Ramon, Luc Vandendorpe
Iterative Synchronization: EM Algorithm Versus Newton-Raphson Method. ICASSP (4) (2006)
Cédric Herzet, Xavier Wautelet, Valéry Ramon, Luc Vandendorpe
Frame-Error-Rate-wise Optimal Code-Aided Hypothesis Testing. ICC (2006)
Valéry Ramon, Cédric Herzet, Xavier Wautelet, Luc Vandendorpe
Calculating the Performance of a Soft-Information-Based Best Linear Unbiased Estimator of Amplitude and Carrier Phase Offset. ICASSP (4) (2006)
Valéry Ramon, Aline Roumy, Cédric Herzet, Luc Vandendorpe
Calculating the performance degradation of a MMSE/IC turbo-equalization scheme due to SNR estimation errors. ICC (2006)
Cédric Herzet, Valéry Ramon, Luc Vandendorpe
A factor graph approach to design close-to-optimal receivers in the presence of a timing uncertainty. EUSIPCO (2005)
Valéry Ramon, Cédric Herzet, Luc Vandendorpe, Marc Moeneclaey
EM algorithm-based multiuser synchronization in turbo receivers. ICASSP (4) (2004)
Nele Noels, Cédric Herzet, Antoine Dejonghe, Vincenzo Lottici, Heidi Steendam, Marc Moeneclaey, Marco Luise, Luc Vandendorpe
Turbo synchronization: an EM algorithm interpretation. ICC (2003)
Cédric Herzet, Valéry Ramon, Luc Vandendorpe, Marc Moeneclaey
EM algorithm-based timing synchronization in turbo receivers. ICASSP (4) (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Cédric Herzet