| 2024 | ICML | A New Branch-and-Bound Pruning Framework for ℓ0-Regularized Problems. | Tho Guyard, Cdric Herzet, Clment Elvira, Ayse-Nur Arslan |
| 2022 | ICASSP | Screen & Relax: Accelerating The Resolution Of Elastic-Net By Safe Identification of The Solution Support. | Tho Guyard, Cdric Herzet, Clment Elvira |
| 2022 | ICASSP | Node-Screening Tests For The L0-Penalized Least-Squares Problem. | Tho Guyard, Cdric Herzet, Clment Elvira |
| 2020 | ICASSP | Short and Squeezed: Accelerating the Computation of Antisparse Representations with Safe Squeezing. | Clment Elvira, Cdric Herzet |
| 2020 | ICASSP | Generalized Kernel-Based Dynamic Mode Decomposition. | Patrick Has, Cdric Herzet, Benot Combs |
| 2019 | ICASSP | Atom Selection in Continuous Dictionaries: Reconciling Polar and SVD Approximations. | Frdric Champagnat, Cdric Herzet |
| 2019 | ICASSP | OMP and Continuous Dictionaries: Is k-step Recovery Possible? | Clment Elvira, Rmi Gribonval, Charles Soussen, Cdric Herzet |
| 2019 | ICASSP | Learning Stochastic Representations of Geophysical Dynamics. | Said Ouala, Ronan Fablet, Cdric Herzet, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier |
| 2019 | IGARSS | Sea Surface Dynamics Reconstruction Using Neural Networks Based Kalman Filter. | Said Ouala, Ronan Fablet, Cdric Herzet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier |
| 2019 | IGARSS | Learning Ocean Dynamical Priors from Noisy Data Using Assimilation-Derived Neural Nets. | Said Ouala, Duong Nguyen, Cdric Herzet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier, Ronan Fablet |
| 2018 | ICASSP | Joint Screening Tests for Lasso. | Cdric Herzet, Anglique Drmeau |
| 2018 | IGARSS | Sea Surface Temperature Prediction and Reconstruction Using Patch-Level Neural Network Representations. | Said Ouala, Cdric Herzet, Ronan Fablet |
| 2017 | CVPR | Elastic Shape-from-Template with Spatially Sparse Deforming Forces. | Abed Malti, Cdric Herzet |
| 2017 | ICASSP | DOA estimation in structured phase-noisy environments. | Anglique Dremeau, Cdric Herzet |
| 2017 | ICASSP | Optimal low-rank Dynamic Mode Decomposition. | Patrick Has, Cdric Herzet |
| 2016 | ICASSP | Reduced-order modeling of hidden dynamics. | Patrick Has, Cdric Herzet |
| 2016 | ICASSP | Safe screening tests for LASSO based on firmly non-expansiveness. | Abed Malti, Cdric Herzet |
| 2014 | ICASSP | Sparse representations in nested non-linear models. | Anglique Dremeau, Patrick Has, Cdric Herzet |
| 2013 | MMSP | Enhanced blind decoding of tardos codes with new MAP-based functions. | Mathieu Desoubeaux, Cdric Herzet, William Puech, Gatan Le Guelvouit |
| 2012 | ICASSP | Structured Bayesian Orthogonal Matching Pursuit. | Anglique Dremeau, Cdric Herzet, Laurent Daudet |
| 2010 | ICASSP | An EM-algorithm approach for the design of orthonormal bases adapted to sparse representations. | Anglique Dremeau, Cdric Herzet |
| 2010 | ICASSP | Sparse optimization with directional DCT bases for image compression. | Anglique Dremeau, Cdric Herzet, Christine Guillemot, Jean-Jacques Fuchs |
| 2010 | ICASSP | Sparse representation algorithms based on mean-field approximations. | Cdric Herzet, Anglique Dremeau |
| 2010 | ICASSP | Lowcomplexity iterative detection in the presence of nuisance parameters. | Onur Oguz, Luc Vandendorpe, Cdric Herzet |
| 2010 | MMSP | Spatial intra-prediction based on mixtures of sparse representations. | Anglique Dremeau, Mehmet Trkan, Cdric Herzet, Christine Guillemot, Jean-Jacques Fuchs |
| 2010 | PIMRC | A novel adaptive iterative detection technique for joint estimation and detection. | Onur Oguz, Cdric Herzet, Luc Vandendorpe |
| 2009 | ICASSP | Robust and fast non asymmetric distributed source coding using turbo codes on the syndrome trellis. | Velotiaray Toto-Zarasoa, Aline Roumy, Christine Guillemot, Cdric Herzet |
| 2008 | ICASSP | On the convergence of the iterative "pseudo likelihood" maximization algorithm. | Cdric Herzet |
| 2007 | ICASSP | Prediction of the EM-Algorithm Speed of Convergence with Cramer-Rao Bounds. | Cdric Herzet, Luc Vandendorpe |
| 2006 | ICASSP | Iterative Synchronization: EM Algorithm Versus Newton-Raphson Method. | Cdric Herzet, Xavier Wautelet, Valry Ramon, Luc Vandendorpe |
| 2006 | ICASSP | Calculating the Performance of a Soft-Information-Based Best Linear Unbiased Estimator of Amplitude and Carrier Phase Offset. | Valry Ramon, Cdric Herzet, Xavier Wautelet, Luc Vandendorpe |
| 2004 | ICASSP | EM algorithm-based multiuser synchronization in turbo receivers. | Valry Ramon, Cdric Herzet, Luc Vandendorpe, Marc Moeneclaey |
| 2003 | ICASSP | EM algorithm-based timing synchronization in turbo receivers. | Cdric Herzet, Valry Ramon, Luc Vandendorpe, Marc Moeneclaey |