Author of the publication

Working Locally Thinking Globally: Theoretical Guarantees for Convolutional Sparse Coding

, , and . (2017)cite arxiv:1707.06066Comment: This is the journal version of arXiv:1607.02005 and arXiv:1607.02009, accepted to IEEE Transactions on Signal Processing.
DOI: 10.1109/TSP.2017.2733447

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

 

Other publications of authors with the same name

Fusion of ultrasound harmonic imaging with clutter removal using sparse signal separation., , , and . ICASSP, page 793-797. IEEE, (2015)A Local Block Coordinate Descent Algorithm for the CSC Model., , and . CVPR, page 8208-8217. Computer Vision Foundation / IEEE, (2019)Effect of motion, cortical orientation and spatial resolution on quantitative imaging of cortical R2* and magnetic susceptibility at 0.3 mm in-plane resolution at 7 T., , , , , , , , , and 2 other author(s). NeuroImage, (April 2023)Certified Robustness against Sparse Adversarial Perturbations via Data Localization., , and . Trans. Mach. Learn. Res., (2024)Fast Hierarchical Games for Image Explanations., , and . IEEE Trans. Pattern Anal. Mach. Intell., 45 (4): 4494-4503 (April 2023)Expected Patch Log Likelihood with a Sparse Prior., and . EMMCVPR, volume 8932 of Lecture Notes in Computer Science, page 99-111. Springer, (2014)Image denoising through multi-scale learnt dictionaries., , and . ICIP, page 808-812. IEEE, (2014)Projecting on to the Multi-Layer Convolutional Sparse Coding Model., , , and . ICASSP, page 6757-6761. IEEE, (2018)Sparsity-aware generalization theory for deep neural networks., and . COLT, volume 195 of Proceedings of Machine Learning Research, page 5311-5342. PMLR, (2023)Adversarial Robustness of Supervised Sparse Coding., , and . NeurIPS, (2020)