| Publication | Date of Publication | Type |
|---|
| A Novel Variational Approach for Multiphoton Microscopy Image Restoration: from PSF Estimation to 3D Deconvolution | 2023-11-30 | Paper |
| Efficient Bayes inference in neural networks through adaptive importance sampling | 2023-10-30 | Paper |
| Solution of Mismatched Monotone+Lipschitz Inclusion Problems | 2023-10-10 | Paper |
| Convergence Results for Primal-Dual Algorithms in the Presence of Adjoint Mismatch | 2023-07-21 | Paper |
| A local MM subspace method for solving constrained variational problems in image recovery | 2023-06-15 | Paper |
| Majorize–Minimize Adapted Metropolis–Hastings Algorithm | 2022-09-23 | Paper |
| SPOQ $\ell _p$-Over-$\ell _q$ Regularization for Sparse Signal Recovery Applied to Mass Spectrometry | 2022-09-23 | Paper |
| Fixed Point Strategies in Data Science | 2022-09-23 | Paper |
| A CNC approach for Directional Total Variation | 2022-09-03 | Paper |
| Lipschitz Certificates for Layered Network Structures Driven by Averaged Activation Operators | 2022-02-03 | Paper |
| Learning Maximally Monotone Operators for Image Recovery | 2021-11-19 | Paper |
| Convergence of proximal gradient algorithm in the presence of adjoint mismatch * | 2021-06-23 | Paper |
| Inversion of Integral Models: a Neural Network Approach | 2021-05-31 | Paper |
| A proximal interior point algorithm with applications to image processing | 2020-10-06 | Paper |
| Deep neural network structures solving variational inequalities | 2020-09-04 | Paper |
| Deep unfolding of a proximal interior point method for image restoration | 2020-03-16 | Paper |
| SPOQ $\ell_p$-Over-$\ell_q$ Regularization for Sparse Signal Recovery applied to Mass Spectrometry | 2020-01-23 | Paper |
| Optimal multivariate Gaussian fitting with applications to PSF modeling in two-photon microscopy imaging | 2019-08-23 | Paper |
| A random block-coordinate Douglas-Rachford splitting method with low computational complexity for binary logistic regression | 2019-06-13 | Paper |
| Stochastic quasi-Fejér block-coordinate fixed point iterations with random sweeping. II: Mean-square and linear convergence | 2019-04-24 | Paper |
| Rational Optimization for Nonlinear Reconstruction With Approximate <inline-formula> <tex-math notation="LaTeX">$\ell _0$</tex-math> </inline-formula> Penalization | 2019-03-06 | Paper |
| A Stochastic Majorize-Minimize Subspace Algorithm for Online Penalized Least Squares Estimation | 2019-02-08 | Paper |
| An EM Approach for Time-Variant Poisson-Gaussian Model Parameter Estimation | 2018-08-22 | Paper |
| A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal | 2018-08-22 | Paper |
| Relaxing Tight Frame Condition in Parallel Proximal Methods for Signal Restoration | 2018-07-18 | Paper |
| Optimization of Synthesis Oversampled Complex Filter Banks | 2018-07-09 | Paper |
| A SURE Approach for Digital Signal/Image Deconvolution Problems | 2018-07-09 | Paper |
| A Hierarchical Bayesian Model for Frame Representation | 2018-07-09 | Paper |
| Proximity Operators of Discrete Information Divergences | 2018-06-27 | Paper |
| A Nonlinear Stein-Based Estimator for Multichannel Image Denoising | 2018-06-27 | Paper |
| Quadratic Higher Order Criteria for Iterative Blind Separation of a MIMO Convolutive Mixture of Sources | 2018-06-12 | Paper |
| Convolutive Blind Signal Separation Based on Asymmetrical Contrast Functions | 2018-06-12 | Paper |
| Dual block-coordinate forward-backward algorithm with application to deconvolution and deinterlacing of video sequences | 2018-03-08 | Paper |
| A Proximal Approach for a Class of Matrix Optimization Problems | 2018-01-23 | Paper |
| A Nonlocal Structure Tensor-Based Approach for Multicomponent Image Recovery Problems | 2017-11-20 | Paper |
| A Bit Allocation Method for Sparse Source Coding | 2017-11-20 | Paper |
| Parallel Proximal Algorithm for Image Restoration Using Hybrid Regularization | 2017-10-19 | Paper |
| A Convex Optimization Approach for Depth Estimation Under Illumination Variation | 2017-10-09 | Paper |
| Vector Lifting Schemes for Stereo Image Coding | 2017-10-09 | Paper |
| A family of frequency- and time-domain contrasts for blind separation of convolutive mixtures of temporally dependent signals | 2017-09-20 | Paper |
| On the Uniform Quantization of a Class of Sparse Sources | 2017-08-08 | Paper |
| A block coordinate variable metric forward-backward algorithm | 2016-12-06 | Paper |
| Stochastic Approximations and Perturbations in Forward-Backward Splitting for Monotone Operators | 2016-09-22 | Paper |
| Convergence Rate Analysis of the Majorize-Minimize Subspace Algorithm -- Extended Version | 2016-03-23 | Paper |
| A Class of Randomized Primal-Dual Algorithms for Distributed Optimization | 2016-02-26 | Paper |
| Stochastic forward-backward and primal-dual approximation algorithms with application to online image restoration | 2016-02-25 | Paper |
| A Convex Approach for Image Restoration with Exact Poisson--Gaussian Likelihood | 2015-11-25 | Paper |
| When Convex Analysis Meets Mathematical Morphology on Graphs | 2015-09-18 | Paper |
| Stochastic Quasi-Fejér Block-Coordinate Fixed Point Iterations with Random Sweeping | 2015-08-03 | Paper |
| Variable metric forward-backward algorithm for minimizing the sum of a differentiable function and a convex function | 2014-11-03 | Paper |
| Euclid in a Taxicab: Sparse Blind Deconvolution with Smoothed l1/l2 Regularization | 2014-07-21 | Paper |
| A parallel proximal splitting method for disparity estimation from multicomponent images under illumination variation | 2014-07-11 | Paper |
| A forward-backward view of some primal-dual optimization methods in image recovery | 2014-06-20 | Paper |
| Epigraphical Projection for Solving Least Squares Anscombe Transformed Constrained Optimization Problems | 2014-03-11 | Paper |
| A Majorize-Minimize Subspace Approach for $\ell_2-\ell_0$ Image Regularization | 2014-01-23 | Paper |
| Dual Constrained TV-based Regularization on Graphs | 2014-01-23 | Paper |
| Proximal algorithms for multicomponent image recovery problems | 2013-01-22 | Paper |
| A spatial regularization approach for vector quantization | 2013-01-22 | Paper |
| Epigraphical splitting for solving constrained convex formulations of inverse problems with proximal tools | 2012-10-22 | Paper |
| Primal-dual splitting algorithm for solving inclusions with mixtures of composite, Lipschitzian, and parallel-sum type monotone operators | 2012-09-20 | Paper |
| Proximal Splitting Methods in Signal Processing | 2012-07-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2888008 | 2012-05-30 | Paper |
| Parallel Proximal Algorithm for Image Restoration Using Hybrid Regularization -- Extended Version | 2009-11-08 | Paper |
| A blind source separation framework for detecting CPM sources mixed by a convolutive MIMO filter | 2009-10-29 | Paper |
| Nested Iterative Algorithms for Convex Constrained Image Recovery Problems | 2009-10-19 | Paper |
| An Iterative Method for Parallel MRI SENSE-based Reconstruction in the Wavelet Domain | 2009-09-02 | Paper |
| A proximal decomposition method for solving convex variational inverse problems | 2008-12-22 | Paper |
| Noise Covariance Properties in Dual-Tree Wavelet Decompositions | 2008-12-21 | Paper |
| Proximal Thresholding Algorithm for Minimization over Orthonormal Bases | 2008-12-05 | Paper |
| A variational formulation for frame-based inverse problems | 2007-09-07 | Paper |
| WAVELET-CONSTRAINED IMAGE RESTORATION | 2005-10-17 | Paper |
| Some results on the wavelet packet decomposition of nonstationary processes | 2004-03-16 | Paper |
| Synthesis of bidimensional \(\alpha\)-stable models with long-range dependence | 2003-01-21 | Paper |
| Cumulant-based independence measures for linear mixtures | 2002-08-04 | Paper |
| A unifying framework for lossless and progressive image coding | 2002-03-14 | Paper |
| Power-law shot noise and its relationship to long-memory α-stable processes | 2001-12-13 | Paper |
| Bayesian wavelet denoising: Besov priors and non-Gaussian noises. | 2001-08-20 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4938805 | 2000-04-03 | Paper |
| High-order wavelet packets and cumulant field analysis | 1999-11-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4359366 | 1998-01-05 | Paper |
| Projection-based rank reduction algorithms for multichannel modelling and image compression | 1997-02-27 | Paper |
| Multiresolution analysis of a class of nonstationary processes | 1996-03-05 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4849995 | 1996-01-02 | Paper |
