Cédric Herzet

Orcid: 0000-0003-3039-2669

According to our database1, Cédric Herzet authored at least 92 papers between 2003 and 2024.

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Bibliography

2024
A New Branch-and-Bound Pruning Framework for ℓ<sub>0</sub>-Regularized Problems.
CoRR, 2024

A New Branch-and-Bound Pruning Framework for ℓ0-Regularized Problems.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023
Safe Rules for the Identification of Zeros in the Solutions of the SLOPE Problem.
SIAM J. Math. Data Sci., March, 2023

One to beat them all: "RYU" - a unifying framework for the construction of safe balls.
CoRR, 2023

Safe peeling for l0-regularized least-squares with supplementary material.
CoRR, 2023

Safe Peeling for $\ell_{0}$-Regularized Least-Squares.
Proceedings of the 31st European Signal Processing Conference, 2023

2022
Low-Rank Dynamic Mode Decomposition: An Exact and Tractable Solution.
J. Nonlinear Sci., 2022

Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces with supplementary material.
CoRR, 2022

Node-Screening Tests For The L0-Penalized Least-Squares Problem.
Proceedings of the IEEE International Conference on Acoustics, 2022

Screen & Relax: Accelerating The Resolution Of Elastic-Net By Safe Identification of The Solution Support.
Proceedings of the IEEE International Conference on Acoustics, 2022

Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces.
Proceedings of the 30th European Signal Processing Conference, 2022

Region-free Safe Screening Tests for $\ell_{1}$-penalized Convex Problems.
Proceedings of the 30th European Signal Processing Conference, 2022

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

2021
State-Of-The-Art Algorithms For Low-Rank Dynamic Mode Decomposition.
CoRR, 2021

2020
Safe Squeezing for Antisparse Coding.
IEEE Trans. Signal Process., 2020

Translation-invariant interpolation of parametric dictionaries.
CoRR, 2020

Continuous dictionaries meet low-rank tensor approximations.
CoRR, 2020

Performance guarantees for a variational "multi-space" decoder.
Adv. Comput. Math., 2020

Generalized Kernel-Based Dynamic Mode Decomposition.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Short and Squeezed: Accelerating the Computation of Antisparse Representations with Safe Squeezing.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Sequential Sensor Placement using Bayesian Compressed Sensing for Source Localization.
Proceedings of the 28th European Signal Processing Conference, 2020

Interpolating and translation-invariant approximations of parametric dictionaries.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Gather and Conquer: Region-Based Strategies to Accelerate Safe Screening Tests.
IEEE Trans. Signal Process., 2019

When does OMP achieve support recovery with continuous dictionaries?
CoRR, 2019

Learning Ocean Dynamical Priors from Noisy Data Using Assimilation-Derived Neural Nets.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Sea Surface Dynamics Reconstruction Using Neural Networks Based Kalman Filter.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Learning Stochastic Representations of Geophysical Dynamics.
Proceedings of the IEEE International Conference on Acoustics, 2019

OMP and Continuous Dictionaries: Is k-step Recovery Possible?
Proceedings of the IEEE International Conference on Acoustics, 2019

Atom Selection in Continuous Dictionaries: Reconciling Polar and SVD Approximations.
Proceedings of the IEEE International Conference on Acoustics, 2019

Region-Based Relaxations To Accelerate Greedy Approaches.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Neural Network Based Kalman Filters for the Spatio-Temporal Interpolation of Satellite-Derived Sea Surface Temperature.
Remote. Sens., 2018

Low-rank Approximation of Linear Maps.
CoRR, 2018

Sea Surface Temperature Prediction and Reconstruction Using Patch-Level Neural Network Representations.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Joint Screening Tests for Lasso.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Bilinear Residual Neural Network for the Identification and Forecasting of Geophysical Dynamics.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Bilinear residual Neural Network for the identification and forecasting of dynamical systems.
CoRR, 2017

Optimal low-rank Dynamic Mode Decomposition.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

DOA estimation in structured phase-noisy environments.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Elastic Shape-from-Template with Spatially Sparse Deforming Forces.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Relaxed Recovery Conditions for OMP/OLS by Exploiting Both Coherence and Decay.
IEEE Trans. Inf. Theory, 2016

An Efficient Algorithm for Video Superresolution Based on a Sequential Model.
SIAM J. Imaging Sci., 2016

Low-rank Approximation and Dynamic Mode Decomposition.
CoRR, 2016

DOA estimation in structured phase-noisy environments: technical report.
CoRR, 2016

Safe screening tests for LASSO based on firmly non-expansiveness.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Reduced-order modeling of hidden dynamics.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Estimation of Super-Resolved Video Dynamics.
CoRR, 2015

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

Relaxed Recovery Conditions for OMP/OLS by Exploiting both Coherence and Decay.
CoRR, 2014

Sparse representations in nested non-linear models.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Joint k-Step Analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares.
IEEE Trans. Inf. Theory, 2013

Exact Recovery Conditions for Sparse Representations With Partial Support Information.
IEEE Trans. Inf. Theory, 2013

Bayesian Estimation of Turbulent Motion.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Enhanced blind decoding of tardos codes with new MAP-based functions.
Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

2012
Boltzmann Machine and Mean-Field Approximation for Structured Sparse Decompositions.
IEEE Trans. Signal Process., 2012

Bayesian Inference of Models and Hyperparameters for Robust Optical-Flow Estimation.
IEEE Trans. Image Process., 2012

Coherence-based Partial Exact Recovery Condition for OMP/OLS.
CoRR, 2012

Structured Bayesian Orthogonal Matching Pursuit.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Robust Optic-Flow Estimation with Bayesian Inference of Model and Hyper-parameters.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Wavelet-Based Fluid Motion Estimation.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

2010
Code-Aided Maximum-Likelihood Ambiguity Resolution Through Free-Energy Minimization.
IEEE Trans. Signal Process., 2010

Anisotropic multiscale sparse learned bases for image compression.
Proceedings of the Visual Information Processing and Communication, 2010

A novel adaptive iterative detection technique for joint estimation and detection.
Proceedings of the IEEE 21st International Symposium on Personal, 2010

Spatial intra-prediction based on mixtures of sparse representations.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

Lowcomplexity iterative detection in the presence of nuisance parameters.
Proceedings of the IEEE International Conference on Acoustics, 2010

Sparse representation algorithms based on mean-field approximations.
Proceedings of the IEEE International Conference on Acoustics, 2010

Sparse optimization with directional DCT bases for image compression.
Proceedings of the IEEE International Conference on Acoustics, 2010

An EM-algorithm approach for the design of orthonormal bases adapted to sparse representations.
Proceedings of the IEEE International Conference on Acoustics, 2010

Bayesian pursuit algorithms.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Smoothing PLLs for QAM Dynamical Phase Estimation.
Proceedings of IEEE International Conference on Communications, 2009

Error Resilient Non-Asymmetric Slepian-Wolf Coding.
Proceedings of IEEE International Conference on Communications, 2009

Robust and fast non asymmetric distributed source coding using turbo codes on the syndrome trellis.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
MAP-Based Code-Aided Hypothesis Testing.
IEEE Trans. Wirel. Commun., 2008

A Cramér-Rao Bound Characterization of the EM-Algorithm Mean Speed of Convergence.
IEEE Trans. Signal Process., 2008

Analytic and Asymptotic Analysis of Bayesian Cramér-Rao Bound for Dynamical Phase Offset Estimation.
IEEE Trans. Signal Process., 2008

On the convergence of the iterative "pseudo likelihood" maximization algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
A Semi-Analytical Method for Predicting the Performance and Convergence Behavior of a Multiuser Turbo-Equalizer/Demapper.
IEEE Trans. Signal Process., 2007

A Theoretical Framework for Iterative Synchronization Based on the Sum-Product and the Expectation-Maximization Algorithms.
IEEE Trans. Signal Process., 2007

Comparison of EM-Based Algorithms for MIMO Channel Estimation.
IEEE Trans. Commun., 2007

On Maximum-Likelihood Timing Synchronization.
IEEE Trans. Commun., 2007

Code-Aided Turbo Synchronization.
Proc. IEEE, 2007

Soft Estimation of Time-Varying Frequency Selective Channels Using Kalman Smoothing.
Proceedings of IEEE International Conference on Communications, 2007

Code-Aided ML Ambiguity Resolution.
Proceedings of IEEE International Conference on Communications, 2007

Prediction of the EM-Algorithm Speed of Convergence with Cramer-Rao Bounds.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Code-aided synchronization for digital burst communications.
PhD thesis, 2006

Calculating the performance degradation of a MMSE/IC turbo-equalization scheme due to SNR estimation errors.
Proceedings of IEEE International Conference on Communications, 2006

Frame-Error-Rate-wise Optimal Code-Aided Hypothesis Testing.
Proceedings of IEEE International Conference on Communications, 2006

Calculating the Performance of a Soft-Information-Based Best Linear Unbiased Estimator of Amplitude and Carrier Phase Offset.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Iterative Synchronization: EM Algorithm Versus Newton-Raphson Method.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
A factor graph approach to design close-to-optimal receivers in the presence of a timing uncertainty.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
EM algorithm-based multiuser synchronization in turbo receivers.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Turbo synchronization: an EM algorithm interpretation.
Proceedings of IEEE International Conference on Communications, 2003

EM algorithm-based timing synchronization in turbo receivers.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003


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