| Publication | Date of Publication | Type |
|---|
| Generalized Low-Rank Plus Sparse Tensor Estimation by Fast Riemannian Optimization | 2024-01-08 | Paper |
| Interlacing Polynomial Method for Matrix Approximation via Generalized Column and Row Selection | 2023-12-04 | Paper |
| Stochastic Three-Operator Splitting Algorithms for Nonconvex and Nonsmooth Optimization Arising from FLASH Radiotherapy | 2023-11-24 | Paper |
| Globally optimal solutions to a class of fractional optimization problems based on proximity gradient algorithm | 2023-06-20 | Paper |
| Provable sample-efficient sparse phase retrieval initialized by truncated power method | 2023-06-16 | Paper |
| Nearly optimal bounds for the global geometric landscape of phase retrieval | 2023-06-16 | Paper |
| Structured Gradient Descent for Fast Robust Low-Rank Hankel Matrix Completion | 2023-06-14 | Paper |
| Gradient Descent for Symmetric Tensor Decomposition | 2023-06-12 | Paper |
| A Preconditioned Riemannian Gradient Descent Algorithm for Low-Rank Matrix Recovery | 2023-05-04 | Paper |
| Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery | 2022-09-23 | Paper |
| Tensor Completion via Tensor Train Based Low-Rank Quotient Geometry under a Preconditioned Metric | 2022-09-11 | Paper |
| Approximation Theory of Wavelet Frame Based Image Restoration | 2022-08-22 | Paper |
| Improved Harmonic Incompatibility Removal for Susceptibility Mapping via Reduction of Basis Mismatch | 2022-08-15 | Paper |
| Two Stage Continuous Domain Regularization for Piecewise Constant Image Restoration | 2022-08-09 | Paper |
| Approximation Theory of Total Variation Minimization for Data Completion | 2022-07-15 | Paper |
| Sample-Efficient Sparse Phase Retrieval via Stochastic Alternating Minimization | 2021-12-15 | Paper |
| Image restoration: structured low rank matrix framework for piecewise smooth functions and beyond | 2021-11-23 | Paper |
| Sparse signal recovery from phaseless measurements via hard thresholding pursuit | 2021-11-23 | Paper |
| Fast Cadzow's algorithm and a gradient variant | 2021-09-01 | Paper |
| Scalable incremental nonconvex optimization approach for phase retrieval | 2021-05-03 | Paper |
| Robust Inexact Alternating Optimization for Matrix Completion with Outliers | 2021-01-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3385979 | 2021-01-14 | Paper |
| Data Driven Tight Frame for Compressed Sensing MRI Reconstruction via Off-the-Grid Regularization | 2021-01-11 | Paper |
| Toward the Optimal Construction of a Loss Function Without Spurious Local Minima for Solving Quadratic Equations | 2020-09-29 | Paper |
| Provable Near-Optimal Low-Multilinear-Rank Tensor Recovery | 2020-07-17 | Paper |
| Guarantees of Riemannian optimization for low rank matrix completion | 2020-05-05 | Paper |
| An auto-parameter denoising method for nuclear magnetic resonance spectroscopy based on low-rank Hankel matrix | 2020-01-30 | Paper |
| Data-driven Method for 3D Axis-symmetric Object Reconstruction from Single Cone-beam Projection Data | 2019-12-16 | Paper |
| Fast rank-one alternating minimization algorithm for phase retrieval | 2019-06-27 | Paper |
| Accelerated Alternating Projections for Robust Principal Component Analysis | 2019-05-02 | Paper |
| Vandermonde Factorization of Hankel Matrix for Complex Exponential Signal Recovery—Application in Fast NMR Spectroscopy | 2019-02-12 | Paper |
| Hankel Matrix Nuclear Norm Regularized Tensor Completion for $N$-dimensional Exponential Signals | 2019-02-08 | Paper |
| Fast and provable algorithms for spectrally sparse signal reconstruction via low-rank Hankel matrix completion | 2018-10-29 | Paper |
| Spectral Compressed Sensing via Projected Gradient Descent | 2018-10-11 | Paper |
| Exploiting the structure effectively and efficiently in low rank matrix recovery | 2018-09-10 | Paper |
| Solving systems of phaseless equations via Riemannian optimization with optimal sampling complexity | 2018-09-08 | Paper |
| Sparse Error Correction From Nonlinear Measurements With Applications in Bad Data Detection for Power Networks | 2018-08-22 | Paper |
| Data recovery on a manifold from linear samples: theory and computation | 2018-04-03 | Paper |
| Guarantees of total variation minimization for signal recovery | 2018-02-16 | Paper |
| Framelet-Based Blind Motion Deblurring From a Single Image | 2017-10-19 | Paper |
| Subspace clustering by \((k,k)\)-sparse matrix factorization | 2017-05-03 | Paper |
| A framelet-based iterative maximum-likelihood reconstruction algorithm for spectral CT | 2016-12-02 | Paper |
| Guarantees of Riemannian Optimization for Low Rank Matrix Recovery | 2016-09-07 | Paper |
| Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction | 2016-08-18 | Paper |
| Image restoration: a wavelet frame based model for piecewise smooth functions and beyond | 2016-05-19 | Paper |
| Data-driven tight frame for multi-channel images and its application to joint color-depth image reconstruction | 2015-07-31 | Paper |
| Fast singular value thresholding without singular value decomposition | 2014-08-05 | Paper |
| Data-driven tight frame construction and image denoising | 2014-07-18 | Paper |
| Adaptive tight frame based medical image reconstruction: a proof-of-concept study for computed tomography | 2014-04-02 | Paper |
| Image restoration: Total variation, wavelet frames, and beyond | 2013-08-06 | Paper |
| Strongly convex programming for exact matrix completion and robust principal component analysis | 2012-07-12 | Paper |
| Approximation of frame based missing data recovery | 2011-07-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3003977 | 2011-05-31 | Paper |
| Multigrid algorithm from cyclic reduction for Markovian queueing networks | 2011-04-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3071337 | 2011-02-05 | Paper |
| A Singular Value Thresholding Algorithm for Matrix Completion | 2010-12-03 | Paper |
| Linearized Bregman iterations for compressed sensing | 2010-11-07 | Paper |
| Convergence of the linearized Bregman iteration for ℓ₁-norm minimization | 2010-11-07 | Paper |
| Simultaneous cartoon and texture inpainting | 2010-10-29 | Paper |
| Inpainting for compressed images | 2010-10-25 | Paper |
| Split Bregman Methods and Frame Based Image Restoration | 2010-06-10 | Paper |
| Linearized Bregman Iterations for Frame-Based Image Deblurring | 2009-10-19 | Paper |
| Blind motion deblurring using multiple images | 2009-08-19 | Paper |
| Convergence analysis of tight framelet approach for missing data recovery | 2009-07-24 | Paper |
| Simultaneously inpainting in image and transformed domains | 2009-07-24 | Paper |
| Restoration of Chopped and Nodded Images by Framelets | 2009-05-28 | Paper |
| Minimization of a Detail-Preserving Regularization Functional for Impulse Noise Removal | 2009-03-31 | Paper |
| Two-phase approach for deblurring images corrupted by impulse plus Gaussian noise | 2009-01-30 | Paper |
| A framelet-based image inpainting algorithm | 2008-03-18 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3424479 | 2007-02-16 | Paper |
| Interval iterative methods for computing Moore-Penrose inverse | 2007-02-13 | Paper |
| Computing Moore-Penrose inverses of Toeplitz matrices by Newton's iteration | 2005-02-22 | Paper |
| Displacement structure of weighted pseudoinverses | 2004-08-06 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2713462 | 2002-02-25 | Paper |
