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Convolutional Neural Networks Analyzed via Convolutional Sparse Coding

, , and . (2016)cite arxiv:1607.08194.

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Projecting on to the Multi-Layer Convolutional Sparse Coding Model., , , and . ICASSP, page 6757-6761. IEEE, (2018)Training Uncertainty-Aware Classifiers with Conformalized Deep Learning., , , and . NeurIPS, (2022)Coordinated Double Machine Learning., , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 6499-6513. PMLR, (2022)An Asymptotic Test for Conditional Independence using Analytic Kernel Embeddings., , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 19328-19346. PMLR, (2022)Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging., , , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 717-730. PMLR, (2022)Pivotal Auto-Encoder via Self-Normalizing ReLU., , and . IEEE Trans. Signal Process., (2024)Early Time Classification with Accumulated Accuracy Gap Control., , , , and . ICML, OpenReview.net, (2024)Con-Patch: When a Patch Meets its Context., and . CoRR, (2016)On the Global-Local Dichotomy in Sparsity Modeling., , and . CoRR, (2017)Turning a denoiser into a super-resolver using plug and play priors., , and . ICIP, page 1404-1408. IEEE, (2016)