Rémi Gribonval
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French mathematician
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(Suggest an Edit or Addition)Rémi Gribonval's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Performance measurement in blind audio source separation (2006) (2661)
- Wavelets on Graphs via Spectral Graph Theory (2009) (1804)
- Sparse representations in unions of bases (2003) (1008)
- The Cosparse Analysis Model and Algorithms (2011) (453)
- Under-Determined Reverberant Audio Source Separation Using a Full-Rank Spatial Covariance Model (2009) (420)
- Harmonic decomposition of audio signals with matching pursuit (2003) (270)
- Sparse Representations in Audio and Music: From Coding to Source Separation (2010) (243)
- Audio Inpainting (2012) (218)
- BSS_EVAL Toolbox User Guide -- Revision 2.0 (2005) (207)
- Atoms of All Channels, Unite! Average Case Analysis of Multi-Channel Sparse Recovery Using Greedy Algorithms (2008) (206)
- Fast matching pursuit with a multiscale dictionary of Gaussian chirps (2001) (203)
- Highly sparse representations from dictionaries are unique and independent of the sparseness measure (2007) (201)
- Audio source separation with a single sensor (2006) (200)
- On the exponential convergence of matching pursuits in quasi-incoherent dictionaries (2006) (195)
- Adaptation of Bayesian Models for Single-Channel Source Separation and its Application to Voice/Music Separation in Popular Songs (2007) (187)
- A survey of Sparse Component Analysis for blind source separation: principles, perspectives, and new challenges (2006) (186)
- Mptk: Matching Pursuit Made Tractable (2006) (169)
- Restricted Isometry Constants Where $\ell ^{p}$ Sparse Recovery Can Fail for $0≪ p \leq 1$ (2009) (162)
- From Blind to Guided Audio Source Separation: How models and side information can improve the separation of sound (2014) (159)
- Learning unions of orthonormal bases with thresholded singular value decomposition (2005) (146)
- Proposals for Performance Measurement in Source Separation (2003) (142)
- Dictionary Identification—Sparse Matrix-Factorization via $\ell_1$ -Minimization (2009) (140)
- Training with Quantization Noise for Extreme Model Compression (2020) (138)
- Random sampling of bandlimited signals on graphs (2015) (131)
- Non negative sparse representation for Wiener based source separation with a single sensor (2003) (122)
- Oracle estimators for the benchmarking of source separation algorithms (2007) (121)
- Greedy-like algorithms for the cosparse analysis model (2012) (116)
- Shift-invariant dictionary learning for sparse representations: Extending K-SVD (2008) (110)
- A Robust Method to Count and Locate Audio Sources in a Multichannel Underdetermined Mixture (2010) (110)
- Should Penalized Least Squares Regression be Interpreted as Maximum A Posteriori Estimation? (2011) (110)
- Bearing failure detection using matching pursuit (2002) (104)
- And the Bit Goes Down: Revisiting the Quantization of Neural Networks (2019) (103)
- Compressive Spectral Clustering (2016) (102)
- Near-field acoustic holography using sparse regularization and compressive sampling principles. (2012) (101)
- Constrained Overcomplete Analysis Operator Learning for Cosparse Signal Modelling (2012) (99)
- Sparse and Spurious: Dictionary Learning With Noise and Outliers (2014) (94)
- Joint K-Step Analysis of Orthogonal Matching Pursuit and Orthogonal Least Squares (2011) (94)
- Sparse decomposition of stereo signals with Matching Pursuit and application to blind separation of more than two sources from a stereo mixture (2002) (91)
- Compressible Distributions for High-Dimensional Statistics (2011) (91)
- Cosparse analysis modeling - uniqueness and algorithms (2011) (89)
- Convex Optimization Approaches for Blind Sensor Calibration Using Sparsity (2013) (89)
- Nonnegative matrix factorization and spatial covariance model for under-determined reverberant audio source separation (2010) (87)
- Sample Complexity of Dictionary Learning and Other Matrix Factorizations (2013) (87)
- Approximation Spaces of Deep Neural Networks (2019) (85)
- MoTIF: An Efficient Algorithm for Learning Translation Invariant Dictionaries (2006) (83)
- SuBiC: A Supervised, Structured Binary Code for Image Search (2017) (79)
- One microphone singing voice separation using source-adapted models (2005) (77)
- Blind Audiovisual Source Separation Based on Sparse Redundant Representations (2010) (74)
- Beyond the Narrowband Approximation: Wideband Convex Methods for Under-Determined Reverberant Audio Source Separation (2010) (72)
- Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso (2014) (72)
- Fundamental Performance Limits for Ideal Decoders in High-Dimensional Linear Inverse Problems (2013) (70)
- Analysis of sound signals with high resolution matching pursuit (1996) (69)
- Sketching for large-scale learning of mixture models (2016) (68)
- Blind calibration for compressed sensing by convex optimization (2011) (68)
- Brain-Source Imaging: From sparse to tensor models (2015) (68)
- A simple test to check the optimality of sparse signal approximations (2005) (62)
- Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques (2011) (61)
- A constrained matching pursuit approach to audio declipping (2011) (60)
- Stable recovery of low-dimensional cones in Hilbert spaces: One RIP to rule them all (2015) (59)
- Analysis operator learning for overcomplete cosparse representations (2011) (59)
- Underdetermined Instantaneous Audio Source Separation via Local Gaussian Modeling (2009) (59)
- Piecewise linear source separation (2003) (58)
- Sparsity and Cosparsity for Audio Declipping: A Flexible Non-convex Approach (2015) (58)
- Bi-framelet systems with few vanishing moments characterize Besov spaces (2004) (57)
- Approximate Fast Graph Fourier Transforms via Multilayer Sparse Approximations (2016) (56)
- A low complexity Orthogonal Matching Pursuit for sparse signal approximation with shift-invariant dictionaries (2009) (55)
- Beyond sparsity: Recovering structured representations by ${\ell}^1$ minimization and greedy algorithms (2007) (54)
- Exact Recovery Conditions for Sparse Representations With Partial Support Information (2013) (54)
- Local stability and robustness of sparse dictionary learning in the presence of noise (2012) (51)
- Learning with minibatch Wasserstein : asymptotic and gradient properties (2019) (50)
- A dynamic screening principle for the Lasso (2014) (49)
- Nonlinear Approximation with Dictionaries I. Direct Estimates (2004) (49)
- Some remarks on non-linear approximation with Schauder bases (2001) (48)
- Learning Multimodal Dictionaries (2007) (48)
- Compressive K-means (2016) (47)
- Compressed sensing with unknown sensor permutation (2014) (45)
- On the Strong Uniqueness of Highly Sparse Representations from Redundant Dictionaries (2004) (45)
- Sound Signals Decomposition Using a High Resolution Matching Pursuit (1996) (44)
- Compressive Statistical Learning with Random Feature Moments (2017) (44)
- Flexible Multilayer Sparse Approximations of Matrices and Applications (2015) (44)
- A Robust Method to Count and Locate Audio Sources in a Stereophonic Linear Instantaneous Mixture (2006) (43)
- Noise aware analysis operator learning for approximately cosparse signals (2012) (43)
- Sparse Component Analysis (2010) (41)
- Spatial location priors for Gaussian model based reverberant audio source separation (2013) (38)
- Chasing butterflies: In search of efficient dictionaries (2015) (38)
- Physics-Driven Inverse Problems Made Tractable With Cosparse Regularization (2016) (37)
- Sparse approximations in signal and image processing (2006) (36)
- A fundamental pitfall in blind deconvolution with sparse and shift-invariant priors (2013) (34)
- Approximate Weak Greedy Algorithms (2001) (33)
- Physics-driven structured cosparse modeling for source localization (2012) (31)
- Fast orthogonal sparse approximation algorithms over local dictionaries (2011) (31)
- Tight wavelet frames in Lebesgue and Sobolev spaces (2004) (31)
- Fast, variation-based methods for the analysis of extended brain sources (2014) (31)
- Hearing behind walls: Localizing sources in the room next door with cosparsity (2014) (31)
- A Characterization of Proximity Operators (2018) (30)
- Accelerated spectral clustering using graph filtering of random signals (2015) (30)
- Latent variable analysis and signal separation (2012) (29)
- Recipes for stable linear embeddings from Hilbert spaces to R^m (2015) (29)
- Under-Determined Reverberant Audio Source Separation Using Local Observed Covariance and Auditory-Motivated Time-Frequency Representation (2010) (28)
- Spatial covariance models for under-determined reverberant audio source separation (2009) (28)
- Under-determined convolutive blind source separation using spatial covariance models (2010) (28)
- The Spectral Graph Wavelet Transform: Fundamental Theory and Fast Computation (2018) (27)
- A Robust Method to Count and Locate Audio Sources in a Stereophonic Linear Anechoic Mixture (2007) (27)
- Under-Determined Source Separation: Comparison of Two Approaches Based on Sparse Decompositions (2006) (27)
- Compressive sampling of pulse trains: Spread the spectrum! (2009) (27)
- A Necessary Condition for Waveforms With Better PAPR Than OFDM (2016) (26)
- Minibatch optimal transport distances; analysis and applications (2021) (26)
- Proceedings of the 10th international conference on Latent Variable Analysis and Signal Separation (2010) (26)
- Average Case Analysis of Multichannel Thresholding (2007) (26)
- On Approximation with Spline Generated Framelets (2004) (24)
- Dictionary identifiability from few training samples (2008) (24)
- Multichannel harmonic and percussive component separation by joint modeling of spatial and spectral continuity (2011) (24)
- Sparse decompositions in "incoherent" dictionaries (2003) (24)
- Dictionary Identification - Sparse Matrix-Factorisation via ℓ _ 1 -Minimisation (2020) (23)
- Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals (2009) (23)
- Beyond coherence: Recovering structured time-frequency representations (2008) (23)
- Iterative cosparse projection algorithms for the recovery of cosparse vectors (2011) (22)
- Convex Regularizations for the Simultaneous Recording of Room Impulse Responses (2014) (22)
- Compressive Gaussian Mixture estimation (2013) (22)
- Projection onto the cosparse set is NP-hard (2013) (21)
- Audio Declipping by Cosparse Hard Thresholding (2014) (21)
- Reconciling "priors" & "priors" without prejudice? (2013) (21)
- Closed-form approximations of the PAPR distribution for Multi-Carrier Modulation systems (2014) (20)
- Compressed sensing in Hilbert spaces (2017) (20)
- SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity (2017) (20)
- Recipes for Stable Linear Embeddings From Hilbert Spaces to $ {\mathbb {R}}^{m}$ (2015) (19)
- Approximate Search with Quantized Sparse Representations (2016) (19)
- Beyond sparsity: recovering structured representations by l¹ minimization and greedy algorithms. - Application to the analysis of sparse underdetermined ICA - (2005) (19)
- Approximation with highly redundant dictionaries (2003) (19)
- A performance study of various brain source imaging approaches (2014) (19)
- Beyond Moore-Penrose Part I: Generalized Inverses that Minimize Matrix Norms (2017) (19)
- Spatial and temporal regularization to estimate COVID-19 reproduction number R(t): Promoting piecewise smoothness via convex optimization (2020) (19)
- A Sparse EEG-Informed fMRI Model for Hybrid EEG-fMRI Neurofeedback Prediction (2019) (19)
- Some recovery conditions for basis learning by L1-minimization (2008) (19)
- Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation (2009) (19)
- On the quasi-greedy property and uniformly bounded orthonormal systems (2003) (18)
- Learning Co-Sparse Analysis Operators With Separable Structures (2015) (18)
- Recovery of cosparse signals with Greedy Analysis Pursuit in the presence of noise (2011) (18)
- Cyclic pure greedy algorithms for recovering compressively sampled sparse signals (2011) (18)
- Double Sparsity: Towards Blind Estimation of Multiple Channels (2010) (18)
- Graph Diffusion Wasserstein Distances (2020) (17)
- Joint estimation of sound source location and boundary impedance with physics-driven cosparse regularization (2016) (17)
- On Bayesian estimation and proximity operators (2018) (17)
- Real versus complex null space properties for sparse vector recovery (2010) (16)
- From projection pursuit and CART to adaptive discriminant analysis? (2005) (16)
- Large-Scale High-Dimensional Clustering with Fast Sketching (2018) (16)
- Wavelet modulation: An alternative modulation with low energy consumption (2017) (16)
- Training with Quantization Noise for Extreme Fixed-Point Compression (2020) (16)
- A Sparsity-Based Method to Solve Permutation Indeterminacy in Frequency-Domain Convolutive Blind Source Separation (2009) (15)
- IEEE Journal of Selected Topics in Signal Processing publication information (2018) (15)
- Nonlinear Approximation with Dictionaries. II. Inverse Estimates (2006) (15)
- Power spectral density limitations of the wavelet-OFDM system (2016) (15)
- Differentially Private Compressive K-means (2019) (15)
- A TENTATIVE TYPOLOGY OF AUDIO SOURCE SEPARATION TASKS (2003) (14)
- Flexible Multi-layer Sparse Approximations of Matrices and Applications (2015) (14)
- Crystal-MUSIC: Accurate Localization of Multiple Sources in Diffuse Noise Environments Using Crystal-Shaped Microphone Arrays (2010) (14)
- Learning Multi-Modal Dictionaries (2006) (14)
- Jointly low-rank and bisparse recovery: Questions and partial answers (2019) (13)
- An L1 criterion for dictionary learning by subspace identification (2010) (13)
- A review of cosparse signal recovery methods applied to sound source localization (2013) (13)
- An acoustically-motivated spatial prior for under-determined reverberant source separation (2011) (13)
- Learning computationally efficient dictionaries and their implementation as fast transforms (2014) (13)
- Closed-form approximations of the peak-to-average power ratio distribution for multi-carrier modulation and their applications (2014) (13)
- Brain source localization using a physics-driven structured cosparse representation of EEG signals (2014) (13)
- Are there approximate fast fourier transforms on graphs? (2016) (13)
- Learning redundant dictionaries with translation invariance property: the MoTIF algorithm (2005) (12)
- Cosparse Analysis Modeling (2011) (12)
- Adaptive Wavelet Packet Modulation (2018) (12)
- Under-determined source separation via mixed-norm regularized minimization (2008) (12)
- A comparison of two extensions of the matching pursuit algorithm for the harmonic decomposition of sounds (2005) (12)
- A tractable framework for estimating and combining spectral source models for audio source separation (2012) (12)
- OMP and Continuous Dictionaries: Is k-step Recovery Possible? (2019) (11)
- Separable cosparse Analysis Operator learning (2014) (11)
- Sound source separation in the higher order ambisonics domain (2019) (11)
- FAμST: Speeding up linear transforms for tractable inverse problems (2015) (11)
- Beyond Moore-Penrose Part II: The Sparse Pseudoinverse (2017) (11)
- Learning Tensor-structured Dictionaries with Application to Hyperspectral Image Denoising (2019) (10)
- Proceedings of EUSIPCO (2011) (10)
- On a Problem of Gröchenig About Nonlinear Approximation with Localized Frames (2004) (10)
- Blind Sensor Calibration in Sparse Recovery Using Convex Optimization (2013) (10)
- Learning Fast Dictionaries for Sparse Representations Using Low-Rank Tensor Decompositions (2018) (10)
- AUDASCITY: AUdio denoising by adaptive social CosparsITY (2017) (10)
- Construction d'estimateurs oracles pour la séparation de sources (2005) (10)
- Linear embeddings of low-dimensional subsets of a Hilbert space to Rm (2015) (9)
- Learning a Complete Image Indexing Pipeline (2017) (9)
- Blind Criterion and Oracle Bound for Instantaneous Audio Source Separation using Adaptive Time-Frequency Representations (2007) (9)
- Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels (2015) (9)
- Symmetrical EEG-FMRI imaging by sparse regularization (2015) (9)
- A PAPR upper bound of generalized waveforms for multi-carrier modulation systems (2014) (9)
- Sketched clustering via hybrid approximate message passing (2017) (8)
- Sparsity-Based Audio Declipping Methods: Selected Overview, New Algorithms, and Large-Scale Evaluation (2021) (8)
- Blind phase calibration in sparse recovery (2013) (8)
- A conjugate gradient algorithm for blind sensor calibration in sparse recovery (2013) (8)
- An efficient algorithm to estimate Covid-19 infectiousness risk from BLE-RSSI measurements (2020) (8)
- Nearest neighbor search for arbitrary kernels with explicit embeddings (2012) (8)
- Compressive learning with privacy guarantees (2021) (8)
- Don't take it lightly: Phasing optical random projections with unknown operators (2019) (8)
- Compressed sensing and best approximation from unions of subspaces: Beyond dictionaries (2013) (8)
- Dynamic Screening with Approximate Dictionaries (2017) (8)
- Equi-normalization of Neural Networks (2019) (8)
- Model-based Matching Pursuit - Estimation of Chirp Factors and Scale of Gabor Atoms with Iterative Extension (2005) (8)
- Reconciling ''priors'' and ''priors'' without prejudice ? (2012) (7)
- Sparse Acoustic Source Localization with Blind Calibration for Unknown Medium Characteristics (2014) (7)
- Blind audiovisual separation based on redundant representations (2008) (7)
- A compressed sensing approach to the simultaneous recording of multiple room impulse responses (2011) (7)
- A modeling and algorithmic framework for (non)social (co)sparse audio restoration (2017) (7)
- Spatial and rotation invariant 3D gesture recognition based on sparse representation (2017) (7)
- Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data (2015) (7)
- Experiments in audio source separation with one sensor for robust speech recognition (2006) (7)
- Multi-modal EEG and fMRI Source Estimation Using Sparse Constraints (2017) (7)
- Statistical Learning Guarantees for Compressive Clustering and Compressive Mixture Modeling (2020) (7)
- Nonsmooth Convex Optimization to Estimate the Covid-19 Reproduction Number Space-Time Evolution With Robustness Against Low Quality Data (2021) (6)
- Learning Multi-modal Dictionaries: Application to Audiovisual Data (2006) (6)
- Faster and Still Safe: Combining Screening Techniques and Structured Dictionaries to Accelerate the Lasso (2018) (6)
- Instance Optimal Decoding and the Restricted Isometry Property (2018) (6)
- Compressible Priors for High-dimensional Statistics (2011) (6)
- Spikes super-resolution with random Fourier sampling (2017) (6)
- A robust method to count, locate and separate audio sources in a multichannel underdetermined mixture (2008) (6)
- Structured Support Exploration for Multilayer Sparse Matrix Factorization (2021) (6)
- Fast Optical System Identification by Numerical Interferometry (2019) (5)
- Probabilistic scoring using decision trees for fast and scalable speaker recognition (2009) (5)
- When does OMP achieve support recovery with continuous dictionaries? (2019) (5)
- Extraction of information from video sound tracks - Can we detect simultaneous events? (2003) (5)
- Concentration of the Frobenius Norm of Generalized Matrix Inverses (2018) (5)
- Hyperspectral Image Denoising using Dictionary Learning (2019) (5)
- Stable Safe Screening and Structured Dictionaries for Faster $\ell _{1}$ Regularization (2018) (5)
- Analyzing the approximation error of the fast graph Fourier transform (2017) (5)
- Sparse filter models for solving permutation indeterminacy in convolutive blind source separation (2009) (5)
- Cascade: Channel-Aware Structured Cosparse Audio Declipper (2018) (5)
- An Embedding of ReLU Networks and an Analysis of Their Identifiability (2021) (5)
- When does OMP achieve exact recovery with continuous dictionaries? (2020) (5)
- Reconciling "priors" & "priors" without prejudice? (research report) (2013) (5)
- Localization of Distributed EEG Sources in the Context of Epilepsy: A Simulation Study (2016) (5)
- Basis Identification from Random Sparse Samples (2009) (5)
- MULAN: A Blind and Off-Grid Method for Multichannel Echo Retrieval (2018) (5)
- Cosparse Denoising: The Importance of Being Social (2017) (4)
- Sparse recovery conditions for Orthogonal Least Squares (2011) (4)
- Membrane shape and boundary conditions estimation using eigenmode decomposition (2016) (4)
- Tensor decomposition exploiting structural constraints for brain source imaging (2015) (4)
- On Lp minimisation, instance optimality, and restricted isometry constants for sparse approximation (2009) (4)
- Sketching Data Sets for Large-Scale Learning: Keeping only what you need (2021) (4)
- Compressive Sensing in Acoustic Imaging (2015) (4)
- Audio source separation with one sensor for robust speech recognition (2003) (4)
- An investigation of discrete-state discriminant approaches to single-sensor source separation (2009) (4)
- Well-posedness of the permutation problem in sparse filter estimation with lp minimization (2011) (4)
- Sketched Clustering via Hybrid Approximate Message Passing (2019) (3)
- Fast Learning of Fast Transforms, with Guarantees (2022) (3)
- Software - BSS_EVAL: A toolbox for performance measurement in (blind) source separation (2006) (3)
- The restricted isometry property meets nonlinear approximation with redundant frames (2011) (3)
- Private Quantiles Estimation in the Presence of Atoms (2022) (3)
- Approximate Fast Fourier Transforms on graphs via multi-layer sparse approximations (2016) (3)
- Blind Sensor Calibration in Sparse Recovery (2013) (3)
- A case of exact recovery with OMP using continuous dictionaries (2018) (3)
- On the sample complexity of sparse dictionary learning (2014) (3)
- Nonlinear approximation with redundant dictionaries (2005) (3)
- Spread Spectrum for Universal Compressive Sampling (2011) (3)
- A granular approach for the analysis of monophonic audio signals (2003) (3)
- A Counter-Example to the General Convergence of Partially Greedy Algorithms (2001) (3)
- Blaster: An Off-Grid Method for Blind and Regularized Acoustic Echoes Retrieval (2020) (3)
- Partially Greedy Algorithms (2000) (3)
- Compressive Gaussian Mixture Estimation by Orthogonal Matching Pursuit with Replacement (2015) (3)
- Some Uniqueness Results in Sparse Convolutive Source Separation (2012) (3)
- S-ISTA and Brothers : a Dynamic Screening test principle for the Lasso (2013) (3)
- Audio inpainting: problem statement, relation with sparse representations and some experiments (2010) (3)
- Versatile and scalable cosparse methods for physics-driven inverse problems (2017) (3)
- Diffuse noise robust multiple source localization based on matrix completion via trace norm minimization (2011) (3)
- Well-posedness of the frequency permutation problem in sparse filter estimation with lp minimization (2011) (3)
- A wideband doubly-sparse approach for MITO sparse filter estimation (2011) (3)
- Fast Multiscale Diffusion On Graphs (2021) (2)
- Is the 1-norm the best convex sparse regularization? (2018) (2)
- Sparsity-based audio declipping methods: overview, new algorithms, and large-scale evaluation (2020) (2)
- Generalized Null Space and Restricted Isometry Properties (2013) (2)
- Adaptive Tone Reservation for Better BER Performance in a Frequency Selective Fading Channel (2016) (2)
- Balancing Sparsity and Rank Constraints in Quadratic Basis Pursuit (2014) (2)
- Compressed Sensing and Its Applications (2019) (2)
- Diffuse noise robust multiple source localization based on noise reduction in covariance matrix domain (2010) (2)
- Compressive k-Means with Differential Privacy (2019) (2)
- Compressive Matched Filter for Cerebral Blood Flow Quantification with ASL: sampling diversity or repetition? (2012) (2)
- Fourier Based Adaptive Waveform (2018) (2)
- Sketching Datasets for Large-Scale Learning (long version) (2020) (2)
- A case of exact recovery using OMP with continuous dictionaries (2018) (2)
- A theory of optimal convex regularization for low-dimensional recovery (2021) (2)
- Identifiability in Exact Multilayer Sparse Matrix Factorization (2021) (2)
- Learning bi-modal EEG-fMRI neurofeedback to improve neurofeedback in EEG only Learning bi-modal EEG-fMRI neurofeedback to improve neurofeedback in EEG only (2019) (2)
- On the Statistical Complexity of Estimation and Testing under Privacy Constraints (2022) (2)
- European Signal Processing Conference (EUSIPCO'11) (2011) (2)
- Blind Calibration for Phase Shifts in Compressive Systems (2013) (2)
- Latent Variable Analysis and Signal Separation - 9th International Conference, LVA/ICA 2010, St. Malo, France, September 27-30, 2010. Proceedings (2010) (2)
- EURASIP signal processing journal, special issue on sparse approximations in signal and image processing (2004) (2)
- Strategies to learn computationally efficient and compact dictionaries (2014) (2)
- Multi-layer Sparse Matrix Factorization (2015) (2)
- An Overview of Analysis vs Synthesis in Low-Dimensional Signal Models (2011) (2)
- Average case analysis of multichannel sparse approximations using p-thresholding (2007) (2)
- Unrecoverable subsets by OMP and Basis Pursuit (2013) (2)
- Spurious Valleys, Spurious Minima and NP-hardness of Sparse Matrix Factorization With Fixed Support (2021) (2)
- Sparse underwater acoustic imaging: A case study (2012) (2)
- Local orthogonal greedy pursuits for scalable sparse approximation of large signals with shift-invariant dictionaries (2009) (1)
- Learning Dictionaries as Sums of Kronecker Products (2017) (1)
- Hierarchical Identifiability in Multi-layer Sparse Matrix Factorization (2021) (1)
- Spatial location priors for Gaussian model based reverberant audio source separation (2013) (1)
- Nonlinear approximation with bi-framelets (2005) (1)
- Multichannel Thresholding with Sensing Dictionaries (2007) (1)
- Time-data tradeoff for the sparse and cosparse regularizations of physics-driven inverse problems (2015) (1)
- Special Issue on Latent Variable Analysis and Signal Separation (2012) (1)
- Coherence-based Partial Exact Recovery Condition for OMP/OLS (2012) (1)
- Fast Solving of the Group-Lasso via Dynamic Screening (2015) (1)
- From Projection Pursuit and CART to Adaptive (2005) (1)
- Identifiability in Two-Layer Sparse Matrix Factorization (2021) (1)
- Underwater acoustic imaging: sparse models and implementation issues (2012) (1)
- Identifiability in Exact Two-Layer Sparse Matrix Factorization (2021) (1)
- Transport Optimal entre Graphes exploitant la Diffusion de la Chaleur (2020) (1)
- Linear embeddings of low-dimensional subsets of a Hilbert space to $\mathbb{R}^m$ (2015) (1)
- Tensor-structured Dictionaries for Hyperspectral Imaging (2019) (1)
- Software - BSS_ORACLE: A toolbox to compute oracle estimators for source separation (2006) (1)
- Continuous dictionaries meet low-rank tensor approximations (2020) (1)
- Decision trees with improved efficiency for fast speaker verification (2005) (1)
- Random Moments for Sketched Mixture Learning (2017) (1)
- Optimization of the Diffusion Time in Graph Diffused-Wasserstein Distances: Application to Domain Adaptation (2021) (1)
- Uniform k-step recovery with CMF dictionaries (2019) (1)
- Controlling Wasserstein distances by Kernel norms with application to Compressive Statistical Learning (2021) (1)
- Introduction to the Issue on Structured Matrices in Signal and Data Processing (2016) (1)
- A Reproducible Research Framework for Audio Inpainting (2011) (1)
- Linear Time‐Frequency Analysis I: Fourier‐Type Representations (2010) (1)
- Underdetermined Reverberant Source Separation (2019) (1)
- Sparse reconstruction techniques for near-field underwater acoustic imaging (2012) (0)
- Contracts and Grants with Industry - Initiatives funded by the European Commission (2005) (0)
- Quantifying CBF from Arterial Spin Labeling via Diverse-TI: sampling diversity or repetitions ? (2013) (0)
- New Results - Recent results on sparse representations (2013) (0)
- New Results - Source Localization and Separation (2017) (0)
- Explicit Embeddings for Nearest Neighbor Search with Mercer Kernels (2015) (0)
- ACOUSTICS2008/547 Sparse representations of audio: from source separation to wavefield compressed sensing ? (2008) (0)
- Closed-form approximations of the peak-to-average power ratio distribution for multi-carrier modulation and their applications (2014) (0)
- Proceedings of the third "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'16) (2016) (0)
- Software and Platforms - MPTK: the Matching Pursuit Toolkit (2013) (0)
- Doubly sparse models for multiple filter estimation in sparse echoic environments (2012) (0)
- Localization of spatially (2018) (0)
- Software - Matching Pursuit and Short Time Fourier Transform packages for LastWave (2003) (0)
- Dictionary Identification Sparse Matrix-Factorisation via (cid:96) 1 -Minimisation (2011) (0)
- The best of both worlds: synthesis-based acceleration for physics-driven cosparse regularization (2016) (0)
- Compressive Clustering with an Optical Processing Unit (2022) (0)
- BLIND PHASE CALIBRATION IN SPARSE RECOVERY Çağdaş Bilen (2013) (0)
- Adaptive Wavelet Packet Modulation Adaptive Wavelet Packet Modulation (2022) (0)
- Spurious Valleys, NP-Hardness, and Tractability of Sparse Matrix Factorization with Fixed Support (2021) (0)
- BEYOND SPARSITY : RECOVERING STRUCTURED REPRESENTATIONS BY (cid:96) 1 MINIMIZATION AND GREEDY ALGORITHMS. (2011) (0)
- New Results - Sparse decompositions: theory and algorithms (2005) (0)
- Application Domains - Speaker characterisation (2005) (0)
- New Results - Speaker characterisation (2005) (0)
- Estimating multiple filters from stereo mixtures: a double sparsity approach (2011) (0)
- Recovery of Compressively Sampled Sparse Signals using Cyclic Matching Pursuit (2011) (0)
- New Results - Emerging activities on Nonlinear Inverse Problems (2017) (0)
- Approximation speed of quantized vs. unquantized ReLU neural networks and beyond (2022) (0)
- The 9th International Conference on Sampling Theory and Applications (2011) (0)
- Application Domains - Detecting, tracking and searching information in audio streams (2003) (0)
- Approximation Spaces of Deep Neural Networks (2021) (0)
- A framework for low-complexity signal recovery and its application to structured sparsity (2016) (0)
- New Results - Sparse Representations, Inverse Problems, and Dimension Reduction (2017) (0)
- New Results - Emerging activities on compressive sensing (2008) (0)
- Concentration of the Frobenius norms of pseudoinverses (2018) (0)
- Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14) (2014) (0)
- Learning Co-Sparse Analysis Operators With (2015) (0)
- FROM COMPRESSIVE CLUSTERING TO COMPRESSIVE LEARNING Supervisor : Rémi Gribonval (0)
- Efficient Identification of Butterfly Sparse Matrix Factorizations (2021) (0)
- Self-supervised learning with rotation-invariant kernels (2022) (0)
- SparseRepresentationsinAudio and Music: From Coding to Source Separation The fidelity of music and other audio can usually be accurately and rapidly predicted from a relatively small sample of signal information. (2010) (0)
- PHYSALIS (Physics-Driven Cosparse Analysis) (2020) (0)
- New Results - Recent results on Sparse Representations, Inverse Problems, and Dimension Reduction (2016) (0)
- Sparse Approximations in Signal and Image Processing-EDITORIAL (2017) (0)
- TIZATION OF NEURAL NETWORKS (2019) (0)
- Other Grants and Activities - National initiatives (2005) (0)
- Average case analysis of multichannel sparse approximations using p-thresholding - art. no. 67011X (2007) (0)
- Software - MPTK: the Matching Pursuit Toolkit (2005) (0)
- On some mathematical aspects of sparse modeling (2007) (0)
- New Results - Advanced audio signal processing (2003) (0)
- AUDASCITY : AUdio Denoising by Adaptive Social (2017) (0)
- New Results - Source separation (2005) (0)
- A Characterization of Proximity Operators (2020) (0)
- Other Grants and Activities - Actions européennes (2002) (0)
- Application Domains - Advanced audio signal processing (2006) (0)
- Private Statistical Estimation of Many Quantiles (2023) (0)
- Other Grants and Activities - European initiatives (2006) (0)
- EXTREME MODEL COMPRESSION (2021) (0)
- Fast Chirp and Harmonic Matching Pursuits for Acoustic Signal Analysis (1999) (0)
- Restricted Isometry Property and lp sparse recovery failure (2009) (0)
- Universal and efficient compressed sensing by spread spectrum and application to realistic Fourier imaging techniques (2012) (0)
- Toward Energy Proportional Networks (2016) (0)
- New Results - Approximation de signaux sonores et séparation de sources (2002) (0)
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