Recovery of Discontinuous Signals Using Group Sparse Higher Degree Total Variation von Ongie, Greg, Jacob, Mathews

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Off-the-Grid Recovery of Piecewise Constant Images from Few Fourier Samples von Ongie, Greg, Jacob, Mathews

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Convex Recovery of Continuous Domain Piecewise Constant Images From Nonuniform Fourier Samples von Ongie, Greg, Biswas, Sampurna, Jacob, Mathews

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A Fast Algorithm for Convolutional Structured Low-Rank Matrix Recovery von Ongie, Gregory, Jacob, Mathews

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Neumann Networks for Linear Inverse Problems in Imaging von Gilton, Davis, Ongie, Greg, Willett, Rebecca

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Generalized Higher Degree Total Variation (HDTV) Regularization von Yue Hu, Ongie, Greg, Ramani, Sathish, Jacob, Mathews

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A signal detection model for quantifying overregularization in nonlinear image reconstruction von Sidky, Emil Y., Phillips, John Paul, Zhou, Weimin, Ongie, Greg, Cruz‐Bastida, Juan P., Reiser, Ingrid S., Anastasio, Mark A., Pan, Xiaochuan

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The Role of Linear Layers in Nonlinear Interpolating Networks von Ongie, Greg, Willett, Rebecca

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ReLU Neural Networks with Linear Layers are Biased Towards Single- and Multi-Index Models von Parkinson, Suzanna, Ongie, Greg, Willett, Rebecca

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Depth Separation in Norm-Bounded Infinite-Width Neural Networks von Parkinson, Suzanna, Ongie, Greg, Willett, Rebecca, Shamir, Ohad, Srebro, Nathan

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How do Minimum-Norm Shallow Denoisers Look in Function Space? von Zeno, Chen, Ongie, Greg, Blumenfeld, Yaniv, Weinberger, Nir, Soudry, Daniel

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The Role of Linear Layers in Nonlinear Interpolating Networks von Ongie, Greg, Willett, Rebecca

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ReLU Neural Networks with Linear Layers are Biased Towards Single- and Multi-Index Models von Parkinson, Suzanna, Ongie, Greg, Willett, Rebecca

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The Implicit Bias of Minima Stability in Multivariate Shallow ReLU Networks von Nacson, Mor Shpigel, Mulayoff, Rotem, Ongie, Greg, Michaeli, Tomer, Soudry, Daniel

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A Fast Algorithm for Convolutional Structured Low-Rank Matrix Recovery von Ongie, Greg, Jacob, Mathews

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Neumann Networks for Inverse Problems in Imaging von Gilton, Davis, Ongie, Greg, Willett, Rebecca

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Off-the-Grid Recovery of Piecewise Constant Images from Few Fourier Samples von Ongie, Greg, Jacob, Mathews

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Depth Separation in Norm-Bounded Infinite-Width Neural Networks von Parkinson, Suzanna, Ongie, Greg, Willett, Rebecca, Shamir, Ohad, Srebro, Nathan

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Recovery of Piecewise Smooth Images from Few Fourier Samples von Ongie, Greg, Jacob, Mathews

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Super-resolution MRI Using Finite Rate of Innovation Curves von Ongie, Greg, Jacob, Mathews

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