| Publication | Date of Publication | Type |
|---|
| Tensor Robust Principal Component Analysis From Multilevel Quantized Observations | 2024-03-14 | Paper |
| Model-Based Deep Learning | 2023-12-19 | Paper |
| A Block Sparsity Based Estimator for mmWave Massive MIMO Channels With Beam Squint | 2022-09-23 | Paper |
| Generalized Sampling on Graphs With Subspace and Smoothness Priors | 2022-09-23 | Paper |
| Functional Nonlinear Sparse Models | 2022-09-23 | Paper |
| MAJoRCom: A Dual-Function Radar Communication System Using Index Modulation | 2022-09-23 | Paper |
| Identifiability Conditions for Compressive Multichannel Blind Deconvolution | 2022-09-23 | Paper |
| Sparse Array Design via Fractal Geometries | 2022-09-23 | Paper |
| Multi-Carrier Agile Phased Array Radar | 2022-09-23 | Paper |
| UVeQFed: Universal Vector Quantization for Federated Learning | 2022-09-23 | Paper |
| Serial Quantization for Sparse Time Sequences | 2022-09-23 | Paper |
| Structured LISTA for Multidimensional Harmonic Retrieval | 2022-09-23 | Paper |
| Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising | 2022-09-23 | Paper |
| Deep Networks for Direction-of-Arrival Estimation in Low SNR | 2022-09-23 | Paper |
| Over-the-Air Federated Learning From Heterogeneous Data | 2022-09-23 | Paper |
| Phase Transitions in Frequency Agile Radar Using Compressed Sensing | 2022-09-23 | Paper |
| Unambiguous Delay-Doppler Recovery From Random Phase Coded Pulses | 2022-09-23 | Paper |
| Task-Based Analog-to-Digital Converters | 2022-09-23 | Paper |
| Phase retrieval of low-rank matrices by anchored regression | 2021-08-16 | Paper |
| Task-based quantization with application to MIMO receivers | 2021-02-05 | Paper |
| Data-driven symbol detection via model-based machine learning | 2021-02-05 | Paper |
| Sample Efficient Toeplitz Covariance Estimation | 2021-02-02 | Paper |
| Blind Phaseless Short-Time Fourier Transform Recovery | 2020-09-29 | Paper |
| Over-the-Air Federated Learning from Heterogeneous Data | 2020-09-27 | Paper |
| The global optimization geometry of shallow linear neural networks | 2020-04-23 | Paper |
| Sensor calibration for off-the-grid spectral estimation | 2020-02-28 | Paper |
| On signal reconstruction from FROG measurements | 2020-02-28 | Paper |
| Frequency-Resolved Optical Gating Recovery via Smoothing Gradient | 2020-01-29 | Paper |
| Semi-Supervised Learning in Network-Structured Data via Total Variation Minimization | 2020-01-29 | Paper |
| Optimal Number of Measurements in a Linear System With Quadratically Decreasing SNR | 2019-10-28 | Paper |
| A Family of Hybrid Analog–Digital Beamforming Methods for Massive MIMO Systems | 2019-10-28 | Paper |
| Asymptotic Task-Based Quantization With Application to Massive MIMO | 2019-10-28 | Paper |
| Hardware-Limited Task-Based Quantization | 2019-10-28 | Paper |
| SPARCOM: Sparsity Based Super-resolution Correlation Microscopy | 2019-10-09 | Paper |
| On the Sample Complexity of Multichannel Frequency Estimation via Convex Optimization | 2019-07-19 | Paper |
| A Block Sparsity Based Estimator for mmWave Massive MIMO Channels with Beam Squint | 2019-04-28 | Paper |
| Sampling and Super Resolution of Sparse Signals Beyond the Fourier Domain | 2019-03-06 | Paper |
| Measurement Matrix Design for Phase Retrieval Based on Mutual Information | 2019-02-12 | Paper |
| On Fienup Methods for Sparse Phase Retrieval | 2019-02-12 | Paper |
| Tradeoffs Between Convergence Speed and Reconstruction Accuracy in Inverse Problems | 2019-02-12 | Paper |
| Analysis of Frequency Agile Radar via Compressed Sensing | 2019-02-12 | Paper |
| On the 2D Phase Retrieval Problem | 2019-02-08 | Paper |
| CaSCADE: Compressed Carrier and DOA Estimation | 2019-02-08 | Paper |
| Sub-Nyquist Cyclostationary Detection for Cognitive Radio | 2019-02-08 | Paper |
| Phase Retrieval from 1D Fourier Measurements: Convexity, Uniqueness, and Algorithms | 2019-02-08 | Paper |
| Low-Rank Phase Retrieval | 2019-02-08 | Paper |
| DOLPHIn—Dictionary Learning for Phase Retrieval | 2019-02-07 | Paper |
| The Distortion-Rate Function of Sampled Wiener Processes | 2019-01-18 | Paper |
| Fundamental Distortion Limits of Analog-to-Digital Compression | 2018-09-19 | Paper |
| The Distortion Rate Function of Cyclostationary Gaussian Processes | 2018-09-14 | Paper |
| Smoothing and Decomposition for Analysis Sparse Recovery | 2018-08-22 | Paper |
| Sub-Nyquist Radar via Doppler Focusing | 2018-08-22 | Paper |
| Sub-Nyquist Sampling for Power Spectrum Sensing in Cognitive Radios: A Unified Approach | 2018-08-22 | Paper |
| Compressive Shift Retrieval | 2018-08-22 | Paper |
| Distributed Compressed Sensing for Static and Time-Varying Networks | 2018-08-22 | Paper |
| Direction of Arrival Estimation Using Co-Prime Arrays: A Super Resolution Viewpoint | 2018-08-22 | Paper |
| Robust Downlink Beamforming With Partial Channel State Information for Conventional and Cognitive Radio Networks | 2018-08-22 | Paper |
| PETRELS: Parallel Subspace Estimation and Tracking by Recursive Least Squares From Partial Observations | 2018-08-22 | Paper |
| GESPAR: Efficient Phase Retrieval of Sparse Signals | 2018-08-22 | Paper |
| Multichannel Sampling of Pulse Streams at the Rate of Innovation | 2018-07-18 | Paper |
| Innovation Rate Sampling of Pulse Streams With Application to Ultrasound Imaging | 2018-07-18 | Paper |
| Hidden Relationships: Bayesian Estimation With Partial Knowledge | 2018-07-18 | Paper |
| U-Invariant Sampling: Extrapolation and Causal Interpolation From Generalized Samples | 2018-07-18 | Paper |
| Identification of Parametric Underspread Linear Systems and Super-Resolution Radar | 2018-07-18 | Paper |
| Structured Compressed Sensing: From Theory to Applications | 2018-07-18 | Paper |
| C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework | 2018-07-18 | Paper |
| Sensing Matrix Optimization for Block-Sparse Decoding | 2018-07-18 | Paper |
| Xampling: Signal Acquisition and Processing in Union of Subspaces | 2018-07-18 | Paper |
| Xampling at the Rate of Innovation | 2018-07-18 | Paper |
| Sub-Nyquist Sampling of Short Pulses | 2018-07-18 | Paper |
| Partially Linear Estimation With Application to Sparse Signal Recovery From Measurement Pairs | 2018-07-18 | Paper |
| Exploiting Statistical Dependencies in Sparse Representations for Signal Recovery | 2018-07-18 | Paper |
| Dictionary Optimization for Block-Sparse Representations | 2018-07-18 | Paper |
| Compressed Beamforming in Ultrasound Imaging | 2018-07-18 | Paper |
| Compressed Sensing of Analog Signals in Shift-Invariant Spaces | 2018-07-09 | Paper |
| Noninvertible Gabor Transforms | 2018-07-09 | Paper |
| Recovering Signals From Lowpass Data | 2018-07-09 | Paper |
| Time-Delay Estimation From Low-Rate Samples: A Union of Subspaces Approach | 2018-07-09 | Paper |
| Block-Sparse Signals: Uncertainty Relations and Efficient Recovery | 2018-07-09 | Paper |
| The Cramér-Rao Bound for Estimating a Sparse Parameter Vector | 2018-07-09 | Paper |
| Shrinkage Algorithms for MMSE Covariance Estimation | 2018-07-09 | Paper |
| Coherence-Based Performance Guarantees for Estimating a Sparse Vector Under Random Noise | 2018-07-09 | Paper |
| Covariance Estimation in Decomposable Gaussian Graphical Models | 2018-07-09 | Paper |
| Generalized SURE for Exponential Families: Applications to Regularization | 2018-07-09 | Paper |
| High-Rate Interpolation of Random Signals From Nonideal Samples | 2018-07-09 | Paper |
| Blind Multiband Signal Reconstruction: Compressed Sensing for Analog Signals | 2018-07-09 | Paper |
| Non-Convex Phase Retrieval From STFT Measurements | 2018-06-27 | Paper |
| Solving Systems of Random Quadratic Equations via Truncated Amplitude Flow | 2018-06-27 | Paper |
| Minimax Approximation of Representation Coefficients From Generalized Samples | 2018-06-27 | Paper |
| A Competitive Mean-Squared Error Approach to Beamforming | 2018-06-27 | Paper |
| An $L_1$-Method for the Design of Linear-Phase FIR Digital Filters | 2018-06-27 | Paper |
| A Minimax Chebyshev Estimator for Bounded Error Estimation | 2018-06-27 | Paper |
| Universal Weighted MSE Improvement of the Least-Squares Estimator | 2018-06-27 | Paper |
| Linear Regression With Gaussian Model Uncertainty: Algorithms and Bounds | 2018-06-27 | Paper |
| Zero-Forcing Precoding and Generalized Inverses | 2018-06-27 | Paper |
| Nonlinear and Nonideal Sampling: Theory and Methods | 2018-06-27 | Paper |
| Nonuniform Sampling of Periodic Bandlimited Signals | 2018-06-27 | Paper |
| MSE Bounds With Affine Bias Dominating the CramÉr–Rao Bound | 2018-06-27 | Paper |
| Reduce and Boost: Recovering Arbitrary Sets of Jointly Sparse Vectors | 2018-06-27 | Paper |
| Doubly Constrained Robust Capon Beamformer With Ellipsoidal Uncertainty Sets | 2018-06-12 | Paper |
| A Unified Approach to Dual Gabor Windows | 2018-06-12 | Paper |
| Minimax MSE estimation of deterministic parameters with noise covariance uncertainties | 2017-10-30 | Paper |
| Linear precoding via conic optimization for fixed MIMO receivers | 2017-10-30 | Paper |
| Minimax estimation of deterministic parameters in linear models with a random model matrix | 2017-10-30 | Paper |
| Comparing between estimation approaches: admissible and dominating linear estimators | 2017-10-30 | Paper |
| Uniformly Improving the CramÉr-Rao Bound and Maximum-Likelihood Estimation | 2017-10-30 | Paper |
| Mean-Squared Error Sampling and Reconstruction in the Presence of Noise | 2017-10-30 | Paper |
| A minimum squared-error framework for generalized sampling | 2017-10-30 | Paper |
| Robust mean-squared error estimation in the presence of model uncertainties | 2017-09-20 | Paper |
| Minimax MSE-ratio estimation with signal covariance uncertainties | 2017-09-20 | Paper |
| Dual Gabor frames: theory and computational aspects | 2017-09-20 | Paper |
| Maximum set estimators with bounded estimation error | 2017-09-20 | Paper |
| On the Minimax Capacity Loss Under Sub-Nyquist Universal Sampling | 2017-09-08 | Paper |
| Minimum Variance in Biased Estimation: Bounds and Asymptotically Optimal Estimators | 2017-09-08 | Paper |
| A Competitive Minimax Approach to Robust Estimation of Random Parameters | 2017-09-08 | Paper |
| Linear Minimax Regret Estimation of Deterministic Parameters with Bounded Data Uncertainties | 2017-09-08 | Paper |
| A Lower Bound on the Bayesian MSE Based on the Optimal Bias Function | 2017-08-08 | Paper |
| Robust Recovery of Signals From a Structured Union of Subspaces | 2017-08-08 | Paper |
| Uncertainty Relations for Shift-Invariant Analog Signals | 2017-08-08 | Paper |
| Average Case Analysis of Multichannel Sparse Recovery Using Convex Relaxation | 2017-07-27 | Paper |
| Rank Awareness in Joint Sparse Recovery | 2017-07-12 | Paper |
| Unbiased Estimation of a Sparse Vector in White Gaussian Noise | 2017-07-12 | Paper |
| Blind Compressed Sensing | 2017-07-12 | Paper |
| Shannon Meets Nyquist: Capacity of Sampled Gaussian Channels | 2017-06-08 | Paper |
| Reduced-Dimension Multiuser Detection | 2017-06-08 | Paper |
| Performance Bounds and Design Criteria for Estimating Finite Rate of Innovation Signals | 2017-06-08 | Paper |
| Minimum Variance Estimation of a Sparse Vector Within the Linear Gaussian Model: An RKHS Approach | 2017-05-16 | Paper |
| Channel Capacity Under Sub-Nyquist Nonuniform Sampling | 2017-05-16 | Paper |
| On the Minimax Risk of Dictionary Learning | 2017-04-28 | Paper |
| Distortion Rate Function of Sub-Nyquist Sampled Gaussian Sources | 2017-04-28 | Paper |
| Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices | 2017-04-28 | Paper |
| Subspace Recovery From Structured Union of Subspaces | 2017-04-28 | Paper |
| Backing Off From Infinity: Performance Bounds via Concentration of Spectral Measure for Random MIMO Channels | 2017-04-28 | Paper |
| Global testing against sparse alternatives in time-frequency analysis | 2016-09-07 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2810849 | 2016-06-06 | Paper |
| Phase Retrieval via Matrix Completion | 2016-05-20 | Paper |
| Sampling Theory | 2015-06-19 | Paper |
| Phase retrieval: stability and recovery guarantees | 2014-05-26 | Paper |
| Phase Retrieval via Matrix Completion | 2014-01-23 | Paper |
| Semi-supervised single- and multi-domain regression with multi-domain training | 2014-01-06 | Paper |
| Sparsity Constrained Nonlinear Optimization: Optimality Conditions and Algorithms | 2013-12-13 | Paper |
| Recovery of Sparse Matrices via Matrix Sketching | 2013-11-11 | Paper |
| Real-time change detection of steady-state evoked potentials | 2013-07-16 | Paper |
| Phase Retrieval: Stability and Recovery Guarantees | 2012-11-05 | Paper |
| Uniqueness conditions for low-rank matrix recovery | 2012-08-01 | 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 |
| The projected GSURE for automatic parameter tuning in iterative shrinkage methods | 2011-05-03 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3079671 | 2011-03-02 | Paper |
| Structured Total Maximum Likelihood: An Alternative to Structured Total Least Squares | 2011-03-02 | Paper |
| Solitonets: complex networks of interacting fields | 2010-05-19 | Paper |
| Bayesian Filtering in Spiking Neural Networks: Noise, Adaptation, and Multisensory Integration | 2009-05-19 | Paper |
| A Comment on the Weiss–Weinstein Bound for Constrained Parameter Sets | 2009-02-24 | Paper |
| Robust Deconvolution of Deterministic and Random Signals | 2008-12-21 | Paper |
| An optimal whitening approach to linear multiuser detection | 2008-12-21 | Paper |
| On the asymptotic performance of the decorrelator | 2008-12-21 | Paper |
| Correction to “On the Asymptotic Performance of the Decorrelator” and “An Optimal Whitening Approach to Linear Multiuser Detection” | 2008-12-21 | Paper |
| Optimal Detection of Symmetric Mixed Quantum States | 2008-12-21 | Paper |
| MMSE whitening and subspace whitening | 2008-12-21 | Paper |
| A Covariance Shaping Framework for Linear Multiuser Detection | 2008-12-21 | Paper |
| Robust Competitive Estimation With Signal and Noise Covariance Uncertainties | 2008-12-21 | Paper |
| Blind Minimax Estimation | 2008-12-21 | Paper |
| Optimal Encoding of Classical Information in a Quantum Medium | 2008-12-21 | Paper |
| Rethinking Biased Estimation: Improving Maximum Likelihood and the Cramér–Rao Bound | 2008-10-20 | Paper |
| Orthogonal and projected orthogonal matched filter detection | 2008-10-16 | Paper |
| A pre-test like estimator dominating the least-squares method | 2008-08-06 | Paper |
| Mean-Squared Error Estimation for Linear Systems with Block Circulant Uncertainty | 2008-08-01 | Paper |
| Regularization in Regression with Bounded Noise: A Chebyshev Center Approach | 2008-04-29 | Paper |
| A constructive inversion framework for twisted convolution | 2007-10-11 | Paper |
| Strong Duality in Nonconvex Quadratic Optimization with Two Quadratic Constraints | 2007-09-06 | Paper |
| Characterization of oblique dual frame pairs | 2007-03-19 | Paper |
| Robust mean-squared error estimation of multiple signals in linear systems affected by model and noise uncertainties | 2006-06-14 | Paper |
| Generalized shift-invariant systems and frames for subspaces | 2006-03-21 | Paper |
| GENERAL FRAMEWORK FOR CONSISTENT SAMPLING IN HILBERT SPACES | 2006-01-09 | Paper |
| Least-squares orthogonalization using semidefinite programming | 2005-12-27 | Paper |
| GENERAL FRAMEWORK FOR CONSISTENT SAMPLING IN HILBERT SPACES | 2005-11-15 | Paper |
| Geometrically uniform frames | 2005-06-01 | Paper |
| Designing optimal quantum detectors via semidefinite programming | 2005-06-01 | Paper |
| A semidefinite programming approach to optimal unambiguous discrimination of quantum states | 2005-05-31 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3159939 | 2005-02-01 | Paper |
| Oblique dual frames and shift-invariant spaces | 2004-08-06 | Paper |
| Sampling with arbitrary sampling and reconstruction spaces and oblique dual frame vectors | 2004-01-22 | Paper |
| Finite-memory denoising in impulsive noise using Gaussian mixture models | 2003-05-19 | Paper |
| On quantum detection and the square-root measurement | 2002-08-04 | Paper |
| Optimal tight frames and quantum measurement | 2002-08-04 | Paper |
| Least-squares inner product shaping | 2002-06-27 | Paper |
| Orthogonal multiuser detection | 2002-03-03 | Paper |
