| Publication | Date of Publication | Type |
|---|
| Geometric scattering on measure spaces | 2024-03-01 | Paper |
| An Introduction to Fourier Analysis with Applications to Music | 2023-10-25 | Paper |
| Modewise operators, the tensor restricted isometry property, and low-rank tensor recovery | 2023-07-19 | Paper |
| Curvature corrected tangent space-based approximation of manifold-valued data | 2023-06-01 | Paper |
| Iterative hard thresholding for low CP-rank tensor models | 2023-05-03 | Paper |
| Iterative Singular Tube Hard Thresholding Algorithms for Tensor Recovery | 2023-04-10 | Paper |
| Selectable Set Randomized Kaczmarz | 2023-02-21 | Paper |
| On block accelerations of quantile randomized Kaczmarz for corrupted systems of linear equations | 2023-01-11 | Paper |
| Multi-Randomized Kaczmarz for Latent Class Regression | 2022-12-07 | Paper |
| Online Signal Recovery via Heavy Ball Kaczmarz | 2022-11-11 | Paper |
| Analysis of Spatial and Spatiotemporal Anomalies Using Persistent Homology: Case Studies with COVID-19 Data | 2022-08-29 | Paper |
| On Block Accelerations of Quantile Randomized Kaczmarz for Corrupted Systems of Linear Equations | 2022-06-25 | Paper |
| Quantile-Based Iterative Methods for Corrupted Systems of Linear Equations | 2022-04-21 | Paper |
| On large-scale dynamic topic modeling with nonnegative CP tensor decomposition | 2022-01-26 | Paper |
| A simple recovery framework for signals with time-varying sparse support | 2022-01-26 | Paper |
| An adaptation for iterative structured matrix completion | 2022-01-26 | Paper |
| Robust CUR Decomposition: Theory and Imaging Applications | 2021-11-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5159482 | 2021-10-27 | Paper |
| An iterative method for classification of binary data | 2021-08-16 | Paper |
| Analysis of fast structured dictionary learning | 2021-08-16 | Paper |
| Bias of homotopic gradient descent for the hinge loss | 2021-08-11 | Paper |
| QuantileRK: Solving Large-Scale Linear Systems with Corrupted, Noisy Data | 2021-08-04 | Paper |
| Data-driven algorithm selection and tuning in optimization and signal processing | 2021-08-02 | Paper |
| On Adaptive Sketch-and-Project for Solving Linear Systems | 2021-06-30 | Paper |
| Stochastic greedy algorithms for multiple measurement vectors | 2021-06-03 | Paper |
| Lower Memory Oblivious (Tensor) Subspace Embeddings with Fewer Random Bits: Modewise Methods for Least Squares | 2021-04-08 | Paper |
| Randomized Kaczmarz with averaging | 2021-03-31 | Paper |
| Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions | 2021-03-19 | Paper |
| Weighted Matrix Completion From Non-Random, Non-Uniform Sampling Patterns | 2021-02-24 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5149052 | 2021-02-05 | Paper |
| On block Gaussian sketching for the Kaczmarz method | 2021-01-20 | Paper |
| Classification Scheme for Binary Data with Extensions | 2020-07-07 | Paper |
| Tribracket Modules | 2020-06-04 | Paper |
| Tensor Completion through Total Variationwith Initialization from Weighted HOSVD | 2020-03-19 | Paper |
| HOSVD-Based Algorithm for Weighted Tensor Completion | 2020-03-18 | Paper |
| Sketching for Motzkin's Iterative Method for Linear Systems | 2019-11-28 | Paper |
| An algebraic perspective on integer sparse recovery | 2019-11-22 | Paper |
| Online matrix factorization for Markovian data and applications to Network Dictionary Learning | 2019-11-05 | Paper |
| Randomized Projection Methods for Linear Systems with Arbitrarily Large Sparse Corruptions | 2019-10-30 | Paper |
| Stochastic Gradient Descent for Linear Systems with Missing Data | 2019-10-02 | Paper |
| Lattices from tight frames and vertex transitive graphs | 2019-09-30 | Paper |
| Stochastic Iterative Hard Thresholding for Low-Tucker-Rank Tensor Recovery | 2019-09-22 | Paper |
| Adaptive Sketch-and-Project Methods for Solving Linear Systems | 2019-09-08 | Paper |
| One-bit compressive sensing of dictionary-sparse signals | 2019-08-19 | Paper |
| Sparse randomized Kaczmarz for support recovery of jointly sparse corrupted multiple measurement vectors | 2019-07-26 | Paper |
| Compressed anomaly detection with multiple mixed observations | 2019-07-26 | Paper |
| On Inferences from Completed Data | 2019-07-05 | Paper |
| On Motzkin's method for inconsistent linear systems | 2019-06-27 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5378023 | 2019-06-11 | Paper |
| Large Data Analysis and Lyme Disease | 2019-06-11 | Paper |
| An Approximate Message Passing Framework for Side Information | 2019-03-29 | Paper |
| Constrained Adaptive Sensing | 2019-02-08 | Paper |
| Simple Classification using Binary Data | 2019-01-30 | Paper |
| Boltzmann enhancements of biquasile counting invariants | 2019-01-10 | Paper |
| Two-Part Reconstruction With Noisy-Sudocodes | 2018-08-22 | Paper |
| Batched Stochastic Gradient Descent with Weighted Sampling | 2018-03-26 | Paper |
| Weighted ${\ell}_{{1}}$-minimization for sparse recovery under arbitrary prior information | 2018-02-19 | Paper |
| Matrix Completion for Structured Observations | 2018-01-29 | Paper |
| Iterative Methods for Solving Factorized Linear Systems | 2018-01-22 | Paper |
| Stochastic Greedy Algorithms For Multiple Measurement Vectors | 2017-11-04 | Paper |
| A Sampling Kaczmarz--Motzkin Algorithm for Linear Feasibility | 2017-10-27 | Paper |
| Rows versus Columns: Randomized Kaczmarz or Gauss--Seidel for Ridge Regression | 2017-10-27 | Paper |
| Near-Optimal Compressed Sensing Guarantees for Total Variation Minimization | 2017-10-27 | Paper |
| Biquasiles and dual graph diagrams | 2017-08-17 | Paper |
| Signal Space CoSaMP for Sparse Recovery With Redundant Dictionaries | 2017-06-08 | Paper |
| Lattices from equiangular tight frames | 2016-12-29 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5507114 | 2016-12-16 | Paper |
| Guaranteed sparse signal recovery with highly coherent sensing matrices | 2016-08-30 | Paper |
| Stochastic gradient descent, weighted sampling, and the randomized Kaczmarz algorithm | 2016-02-23 | Paper |
| Convergence Properties of the Randomized Extended Gauss--Seidel and Kaczmarz Methods | 2015-12-09 | Paper |
| Compressive Sensing with Redundant Dictionaries and Structured Measurements | 2015-12-04 | Paper |
| A note on practical approximate projection schemes in signal space methods | 2015-11-11 | Paper |
| Block Kaczmarz method with inequalities | 2015-11-09 | Paper |
| Randomized block Kaczmarz method with projection for solving least squares | 2015-08-24 | Paper |
| Greedy signal space methods for incoherence and beyond | 2015-06-10 | Paper |
| One-Bit Compressive Sensing with Partial Support | 2015-06-02 | Paper |
| Near oracle performance and block analysis of signal space greedy methods | 2015-05-13 | Paper |
| Two-subspace projection method for coherent overdetermined systems | 2015-01-09 | Paper |
| Practical approximate projection schemes in greedy signal space methods | 2014-09-04 | Paper |
| A Comparison of Clustering and Missing Data Methods for Health Sciences | 2014-04-22 | Paper |
| Paved with good intentions: analysis of a randomized block Kaczmarz method | 2014-03-03 | Paper |
| Stable Image Reconstruction Using Total Variation Minimization | 2014-01-23 | Paper |
| Kaczmarz Algorithm with Soft Constraints for User Interface Layout | 2013-09-26 | Paper |
| Uniqueness conditions for low-rank matrix recovery | 2012-08-01 | Paper |
| Two-subspace Projection Method for Coherent Overdetermined Systems (Technical Report) | 2012-04-01 | Paper |
| Acceleration of randomized Kaczmarz method via the Johnson-Lindenstrauss lemma | 2011-10-11 | Paper |
| Compressed sensing with coherent and redundant dictionaries | 2011-06-14 | Paper |
| Randomized Kaczmarz solver for noisy linear systems | 2010-07-02 | Paper |
| Mixed Operators in Compressed Sensing | 2010-03-31 | Paper |
| Uniform uncertainty principle and signal recovery via regularized orthogonal matching pursuit | 2009-07-10 | Paper |
| CoSaMP: Iterative signal recovery from incomplete and inaccurate samples | 2009-04-21 | Paper |
| Signal Recovery from Incomplete and Inaccurate Measurements via Regularized Orthogonal Matching Pursuit | 2007-12-09 | Paper |
