| Nonparametric Trace Regression in High Dimensions via Sign Series Representation | May 4, 2021 | compressed sensingMatrix Completion | —Unverified | 0 | 0 |
| Non-Uniform Sampling Reconstruction for Symmetrical NMR Spectroscopy by Exploiting Inherent Symmetry | Sep 24, 2023 | compressed sensing | —Unverified | 0 | 0 |
| Novel Light Weight Compressed Data Aggregation Using Sparse Measurements for IoT Networks | Jun 13, 2018 | compressed sensing | —Unverified | 0 | 0 |
| Observable adjustments in single-index models for regularized M-estimators | Apr 14, 2022 | compressed sensing | —Unverified | 0 | 0 |
| Off-Grid DOA Estimation Using Sparse Bayesian Learning in MIMO Radar With Unknown Mutual Coupling | Apr 12, 2018 | compressed sensing | —Unverified | 0 | 0 |
| Off-the-grid prediction and testing for linear combination of translated features | Dec 2, 2022 | compressed sensing | —Unverified | 0 | 0 |
| On Asymptotic Linear Convergence of Projected Gradient Descent for Constrained Least Squares | Dec 22, 2021 | compressed sensingImage Restoration | —Unverified | 0 | 0 |
| On Blackbox Backpropagation and Jacobian Sensing | Dec 1, 2017 | compressed sensing | —Unverified | 0 | 0 |
| On Dimension-free Tail Inequalities for Sums of Random Matrices and Applications | Oct 8, 2019 | compressed sensing | —Unverified | 0 | 0 |
| One-bit Compressed Sensing using Generative Models | Feb 18, 2025 | compressed sensing | —Unverified | 0 | 0 |
| One-Bit Compressed Sensing via One-Shot Hard Thresholding | Jul 7, 2020 | compressed sensing | —Unverified | 0 | 0 |
| One-dimensional Deep Image Prior for Time Series Inverse Problems | Apr 18, 2019 | compressed sensingDenoising | —Unverified | 0 | 0 |
| On efficient algorithms for computing near-best polynomial approximations to high-dimensional, Hilbert-valued functions from limited samples | Mar 25, 2022 | compressed sensingUncertainty Quantification | —Unverified | 0 | 0 |
| One Scan 1-Bit Compressed Sensing | Mar 8, 2015 | compressed sensing | —Unverified | 0 | 0 |
| On learning sparse vectors from mixture of responses | Dec 1, 2021 | compressed sensing | —Unverified | 0 | 0 |
| Online Optimization in Dynamic Environments | Jul 23, 2013 | compressed sensingPoint Processes | —Unverified | 0 | 0 |
| On Optimality Conditions for Auto-Encoder Signal Recovery | May 23, 2016 | compressed sensing | —Unverified | 0 | 0 |
| On Performance of Sparse Fast Fourier Transform Algorithms Using the Aliasing Filter | Nov 11, 2020 | compressed sensing | —Unverified | 0 | 0 |
| On Real-time Image Reconstruction with Neural Networks for MRI-guided Radiotherapy | Feb 10, 2022 | compressed sensingImage Reconstruction | —Unverified | 0 | 0 |
| On the Acceleration of Deep Neural Network Inference using Quantized Compressed Sensing | Aug 23, 2021 | compressed sensingQuantization | —Unverified | 0 | 0 |
| On the Achievability of Cramér-Rao Bound In Noisy Compressed Sensing | Jun 13, 2010 | compressed sensingLEMMA | —Unverified | 0 | 0 |
| On the Adversarial Robustness of Generative Autoencoders in the Latent Space | Jul 5, 2023 | Adversarial Robustnesscompressed sensing | —Unverified | 0 | 0 |
| On the Computational Intractability of Exact and Approximate Dictionary Learning | May 26, 2014 | compressed sensingDictionary Learning | —Unverified | 0 | 0 |
| On the Power of Compressed Sensing with Generative Models | Jan 1, 2020 | compressed sensing | —Unverified | 0 | 0 |
| On the Power of Compressed Sensing with Generative Models | Jan 1, 2020 | compressed sensing | —Unverified | 0 | 0 |