| Nonsmooth Convex Optimization to Estimate the Covid-19 Reproduction Number Space-Time Evolution With Robustness Against Low Quality Data | 0 | 0.34 | 2022 |
| Sketching Data Sets for Large-Scale Learning: Keeping only what you need | 1 | 0.36 | 2021 |
| Training with Quantization Noise for Extreme Model Compression. | 0 | 0.34 | 2021 |
| Training with Quantization Noise for Extreme Model Compression. | 0 | 0.34 | 2021 |
| Blaster: An Off-Grid Method for Blind and Regularized Acoustic Echoes Retrieval | 0 | 0.34 | 2020 |
| And the Bit Goes Down: Revisiting the Quantization of Neural Networks. | 0 | 0.34 | 2020 |
| And the Bit Goes Down: Revisiting the Quantization of Neural Networks | 0 | 0.34 | 2020 |
| Equi-normalization of Neural Networks. | 0 | 0.34 | 2019 |
| Hyperspectral Image Denoising using Dictionary Learning | 0 | 0.34 | 2019 |
| Concentration of the Frobenius Norm of Generalized Matrix Inverses. | 1 | 0.38 | 2019 |
| Learning Tensor-Structured Dictionaries With Application To Hyperspectral Image Denoising | 0 | 0.34 | 2019 |
| Differentially Private Compressive K-Means | 0 | 0.34 | 2019 |
| Approximation spaces of deep neural networks. | 0 | 0.34 | 2019 |
| Learning Fast Dictionaries for Sparse Representations Using Low-Rank Tensor Decompositions. | 0 | 0.34 | 2018 |
| Concentration of the Frobenius norms of pseudoinverses. | 0 | 0.34 | 2018 |
| Stable safe screening and structured dictionaries for faster 𝓁1 regularization. | 0 | 0.34 | 2018 |
| Adaptive Wavelet Packet Modulation. | 0 | 0.34 | 2018 |
| Is the 1-norm the best convex sparse regularization? | 0 | 0.34 | 2018 |
| Approximate Fast Graph Fourier Transforms via Multilayer Sparse Approximations. | 1 | 0.35 | 2018 |
| Instance Optimal Decoding and the Restricted Isometry Property. | 1 | 0.36 | 2018 |
| Compressive Statistical Learning with Random Feature Moments. | 4 | 0.41 | 2017 |
| SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity. | 3 | 0.38 | 2017 |
| A modeling and algorithmic framework for (non)social (co)sparse audio restoration. | 0 | 0.34 | 2017 |
| Compressive K-means. | 5 | 0.41 | 2017 |
| Beyond Moore-Penrose Part I: Generalized Inverses that Minimize Matrix Norms. | 0 | 0.34 | 2017 |
| Multi-modal EEG and fMRI Source Estimation Using Sparse Constraints. | 0 | 0.34 | 2017 |
| Beyond Moore-Penrose Part II: The Sparse Pseudoinverse. | 0 | 0.34 | 2017 |
| Recipes for Stable Linear Embeddings From Hilbert Spaces to ℝm. | 0 | 0.34 | 2017 |
| AUDASCITY: AUdio denoising by adaptive social CosparsITY. | 0 | 0.34 | 2017 |
| Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16). | 0 | 0.34 | 2016 |
| Flexible Multi-layer Sparse Approximations of Matrices and Applications. | 0 | 0.34 | 2016 |
| Physics-Driven Inverse Problems Made Tractable With Cosparse Regularization | 6 | 0.45 | 2016 |
| Introduction to the Issue on Structured Matrices in Signal and Data Processing. | 0 | 0.34 | 2016 |
| Power spectral density limitations of the wavelet-OFDM system. | 0 | 0.34 | 2016 |
| Approximate Fast Fourier Transforms on graphs via multi-layer sparse approximations. | 0 | 0.34 | 2016 |
| Tensor decomposition exploiting structural constraints for brain source imaging | 1 | 0.36 | 2015 |
| Learning Co-Sparse Analysis Operators with Separable Structures. | 5 | 0.44 | 2015 |
| Symmetrical EEG-FMRI imaging by sparse regularization | 1 | 0.37 | 2015 |
| Sparsity and cosparsity for audio declipping: a flexible non-convex approach | 10 | 0.64 | 2015 |
| FAμST: Speeding up linear transforms for tractable inverse problems | 0 | 0.34 | 2015 |
| Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels | 2 | 0.39 | 2015 |
| Linear embeddings of low-dimensional subsets of a Hilbert space to Rm. | 0 | 0.34 | 2015 |
| Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso | 9 | 0.68 | 2015 |
| Closed-form approximations of the PAPR distribution for Multi-Carrier Modulation systems | 1 | 0.38 | 2014 |
| Closed-form approximations of the peak-to-average power ratio distribution for multi-carrier modulation and their applications. | 2 | 0.36 | 2014 |
| Balancing Sparsity and Rank Constraints in Quadratic Basis Pursuit. | 0 | 0.34 | 2014 |
| Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). | 0 | 0.34 | 2014 |
| Convex Regularizations for the Simultaneous Recording of Room Impulse Responses | 5 | 0.45 | 2014 |
| Separable cosparse Analysis Operator learning | 3 | 0.38 | 2014 |
| Learning computationally efficient dictionaries and their implementation as fast transforms. | 4 | 0.43 | 2014 |
