Cédric Herzet

SIAM J. Math. Data Sci., March, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Safe Peeling for $\ell_{0}$-Regularized Least-Squares.

[BibT_eX]

[DOI]

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Low-Rank Dynamic Mode Decomposition: An Exact and Tractable Solution.

[BibT_eX]

[DOI]

J. Nonlinear Sci., 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

Node-Screening Tests For The L0-Penalized Least-Squares Problem.

[BibT_eX]

[DOI]

Théo Guyard

Proceedings of the IEEE International Conference on Acoustics, 2022

Screen & Relax: Accelerating The Resolution Of Elastic-Net By Safe Identification of The Solution Support.

[BibT_eX]

[DOI]

Théo Guyard

Proceedings of the IEEE International Conference on Acoustics, 2022

Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

Region-free Safe Screening Tests for $\ell_{1}$-penalized Convex Problems.

[BibT_eX]

[DOI]

Hong Phuong Dang

Proceedings of the 30th European Signal Processing Conference, 2022

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

[BibT_eX]

[DOI]

, 2022

2021

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

[BibT_eX]

[DOI]

CoRR, 2021

2020

Safe Squeezing for Antisparse Coding.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Translation-invariant interpolation of parametric dictionaries.

[BibT_eX]

[DOI]

Frédéric Champagnat

CoRR, 2020

Continuous dictionaries meet low-rank tensor approximations.

[BibT_eX]

[DOI]

CoRR, 2020

Performance guarantees for a variational "multi-space" decoder.

[BibT_eX]

[DOI]

Mamadou Lamarana Diallo

Adv. Comput. Math., 2020

Generalized Kernel-Based Dynamic Mode Decomposition.

[BibT_eX]

[DOI]

Benoît Combès

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Short and Squeezed: Accelerating the Computation of Antisparse Representations with Safe Squeezing.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Sequential Sensor Placement using Bayesian Compressed Sensing for Source Localization.

[BibT_eX]

[DOI]

Milan Courcoux-Caro

Charles Vanwynsberghe

Alexandre Baussard

Proceedings of the 28th European Signal Processing Conference, 2020

Interpolating and translation-invariant approximations of parametric dictionaries.

[BibT_eX]

[DOI]

Frédéric Champagnat

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Gather and Conquer: Region-Based Strategies to Accelerate Safe Screening Tests.

[BibT_eX]

[DOI]

Clément Dorffer

IEEE Trans. Signal Process., 2019

When does OMP achieve support recovery with continuous dictionaries?

[BibT_eX]

[DOI]

CoRR, 2019

Learning Ocean Dynamical Priors from Noisy Data Using Assimilation-Derived Neural Nets.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Sea Surface Dynamics Reconstruction Using Neural Networks Based Kalman Filter.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Learning Stochastic Representations of Geophysical Dynamics.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

OMP and Continuous Dictionaries: Is k-step Recovery Possible?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Atom Selection in Continuous Dictionaries: Reconciling Polar and SVD Approximations.

[BibT_eX]

[DOI]

Frédéric Champagnat

Proceedings of the IEEE International Conference on Acoustics, 2019

Region-Based Relaxations To Accelerate Greedy Approaches.

[BibT_eX]

[DOI]

Clément Dorffer

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.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Low-rank Approximation of Linear Maps.

[BibT_eX]

[DOI]

CoRR, 2018

Sea Surface Temperature Prediction and Reconstruction Using Patch-Level Neural Network Representations.

[BibT_eX]

[DOI]

Said Ouala

Ronan Fablet

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Joint Screening Tests for Lasso.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Bilinear Residual Neural Network for the Identification and Forecasting of Geophysical Dynamics.

[BibT_eX]

[DOI]

Ronan Fablet

Said Ouala

Proceedings of the 26th European Signal Processing Conference, 2018

2017

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

[BibT_eX]

[DOI]

Ronan Fablet

Said Ouala

CoRR, 2017

Optimal low-rank Dynamic Mode Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

DOA estimation in structured phase-noisy environments.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Elastic Shape-from-Template with Spatially Sparse Deforming Forces.

[BibT_eX]

[DOI]

Abed Malti

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.

[BibT_eX]

[DOI]

Charles Soussen

IEEE Trans. Inf. Theory, 2016

An Efficient Algorithm for Video Superresolution Based on a Sequential Model.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2016

Low-rank Approximation and Dynamic Mode Decomposition.

[BibT_eX]

[DOI]

CoRR, 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

Safe screening tests for LASSO based on firmly non-expansiveness.

[BibT_eX]

[DOI]

Abed Malti

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Reduced-order modeling of hidden dynamics.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Estimation of Super-Resolved Video Dynamics.

[BibT_eX]

[DOI]

Christophe De Vleeschouwer

CoRR, 2015

2014

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

[BibT_eX]

[DOI]

Laurent Jacques

Jean-François Determe

Fred Maurice Ngolè Mboula

CoRR, 2014

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

[BibT_eX]

[DOI]

Charles Soussen

CoRR, 2014

Sparse representations in nested non-linear models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Joint k-Step Analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Exact Recovery Conditions for Sparse Representations With Partial Support Information.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Bayesian Estimation of Turbulent Motion.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Enhanced blind decoding of tardos codes with new MAP-based functions.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Workshop on Multimedia Signal Processing, 2013

2012

Boltzmann Machine and Mean-Field Approximation for Structured Sparse Decompositions.

[BibT_eX]

[DOI]

Laurent Daudet

IEEE Trans. Signal Process., 2012

Bayesian Inference of Models and Hyperparameters for Robust Optical-Flow Estimation.

[BibT_eX]

[DOI]

Étienne Mémin

IEEE Trans. Image Process., 2012

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

[BibT_eX]

[DOI]

CoRR, 2012

Structured Bayesian Orthogonal Matching Pursuit.

[BibT_eX]

[DOI]

Laurent Daudet

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Robust Optic-Flow Estimation with Bayesian Inference of Model and Hyper-parameters.

[BibT_eX]

[DOI]

Étienne Mémin

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

Wavelet-Based Fluid Motion Estimation.

[BibT_eX]

[DOI]

Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011

2010

Code-Aided Maximum-Likelihood Ambiguity Resolution Through Free-Energy Minimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Anisotropic multiscale sparse learned bases for image compression.

[BibT_eX]

[DOI]

Proceedings of the Visual Information Processing and Communication, 2010

A novel adaptive iterative detection technique for joint estimation and detection.

[BibT_eX]

[DOI]

Onur Oguz

Proceedings of the IEEE 21st International Symposium on Personal, 2010

Spatial intra-prediction based on mixtures of sparse representations.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

Lowcomplexity iterative detection in the presence of nuisance parameters.

[BibT_eX]

[DOI]

Onur Oguz

Proceedings of the IEEE International Conference on Acoustics, 2010

Sparse representation algorithms based on mean-field approximations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Sparse optimization with directional DCT bases for image compression.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

An EM-algorithm approach for the design of orthonormal bases adapted to sparse representations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Bayesian pursuit algorithms.

[BibT_eX]

[DOI]

Proceedings of the 18th European Signal Processing Conference, 2010

2009

Smoothing PLLs for QAM Dynamical Phase Estimation.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2009

Error Resilient Non-Asymmetric Slepian-Wolf Coding.

[BibT_eX]

[DOI]

Velotiaray Toto-Zarasoa

Aline Roumy

Proceedings of IEEE International Conference on Communications, 2009

Robust and fast non asymmetric distributed source coding using turbo codes on the syndrome trellis.

[BibT_eX]

[DOI]

Velotiaray Toto-Zarasoa

Aline Roumy

Christine Guillemot

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

MAP-Based Code-Aided Hypothesis Testing.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2008

A Cramér-Rao Bound Characterization of the EM-Algorithm Mean Speed of Convergence.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

Analytic and Asymptotic Analysis of Bayesian Cramér-Rao Bound for Dynamical Phase Offset Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2008

On the convergence of the iterative "pseudo likelihood" maximization algorithm.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Valéry Ramon

IEEE Trans. Signal Process., 2007

A Theoretical Framework for Iterative Synchronization Based on the Sum-Product and the Expectation-Maximization Algorithms.

[BibT_eX]

[DOI]

Valéry Ramon

IEEE Trans. Signal Process., 2007

Comparison of EM-Based Algorithms for MIMO Channel Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2007

On Maximum-Likelihood Timing Synchronization.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2007

Code-Aided Turbo Synchronization.

[BibT_eX]

[DOI]

Proc. IEEE, 2007

Soft Estimation of Time-Varying Frequency Selective Channels Using Kalman Smoothing.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2007

Code-Aided ML Ambiguity Resolution.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2007

Prediction of the EM-Algorithm Speed of Convergence with Cramer-Rao Bounds.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Code-aided synchronization for digital burst communications.

[BibT_eX]

[DOI]

PhD thesis, 2006

Calculating the performance degradation of a MMSE/IC turbo-equalization scheme due to SNR estimation errors.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2006

Frame-Error-Rate-wise Optimal Code-Aided Hypothesis Testing.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Iterative Synchronization: EM Algorithm Versus Newton-Raphson Method.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Valéry Ramon