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Sample Complexity of Dictionary Learning and Other Matrix Factorizations
Download from hal.inria.frChasing butterflies: In search of efficient dictionaries
Download from hal.archives-ouvertes.frExplicit Embeddings for Nearest Neighbor Search with Mercer Kernels
Download from hal.inria.frCompressive Sensing in Acoustic Imaging
UploadSparsity and Cosparsity for Audio Declipping: A Flexible Non-convex Approach
Download from hal.inria.frSparse and spurious: dictionary learning with noise and outliers
Download from hal.archives-ouvertes.frFundamental Performance Limits for Ideal Decoders in High-Dimensional Linear Inverse Problems
Download from hal.archives-ouvertes.frConvex Optimization Approaches for Blind Sensor Calibration Using Sparsity
Download from hal.inria.frBrain source localization using a physics-driven structured cosparse representation of EEG signals
Download from hal.archives-ouvertes.frLearning computationally efficient dictionaries and their implementation as fast transforms
Download from hal.inria.frSeparable Cosparse Analysis Operator Learning
Download from hal.inria.frApprentissage de dictionnaire pour les représentations parcimonieuses
Download from hal.inria.frOn The Sample Complexity of Sparse Dictionary Learning
Download from hal.inria.frA performance study of various brain source imaging approaches
Download from hal.archives-ouvertes.frA PAPR upper bound of generalized waveforms for multi-carrier modulation systems
Download from hal-supelec.archives-ouvertes.frCompressed sensing with unknown sensor permutation
Download from hal.inria.frHearing behind walls: Localizing sources in the room next door with cosparsity
Download from hal.inria.frProjection onto the cosparse set is NP-hard
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