| Publication | Date of Publication | Type |
|---|
| Zeroth-order Optimization with Weak Dimension Dependency | 2023-07-11 | Paper |
| On the Lower Bound of Minimizing Polyak-{\L}ojasiewicz Functions | 2022-12-27 | Paper |
| Decentralized Accelerated Gradient Methods With Increasing Penalty Parameters | 2022-09-23 | Paper |
| Neural Multimodal Cooperative Learning Toward Micro-Video Understanding | 2022-09-16 | Paper |
| Alternating Direction Method of Multipliers for Machine Learning | 2022-05-19 | Paper |
| A new nonlocal low-rank regularization method with applications to magnetic resonance image denoising | 2022-05-12 | Paper |
| Tensor Q-rank: new data dependent definition of tensor rank | 2022-01-28 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4999025 | 2021-07-09 | Paper |
| Low-rank models in visual analysis | 2021-01-26 | Paper |
| How can machine learning and optimization help each other better? | 2021-01-12 | Paper |
| On the Complexity Analysis of the Primal Solutions for the Accelerated Randomized Dual Coordinate Ascent | 2020-10-05 | Paper |
| Revisiting EXTRA for Smooth Distributed Optimization | 2020-07-30 | Paper |
| Accelerated Optimization for Machine Learning | 2020-04-21 | Paper |
| Provable accelerated gradient method for nonconvex low rank optimization | 2020-03-04 | Paper |
| Histogram Transform Ensembles for Large-scale Regression | 2019-12-08 | Paper |
| Essential Tensor Learning for Multi-View Spectral Clustering | 2019-10-28 | Paper |
| Accelerated alternating direction method of multipliers: an optimal \(O(1 / K)\) nonergodic analysis | 2019-07-04 | Paper |
| Two-weight and three-weight linear codes based on Weil sums | 2019-06-18 | Paper |
| Relations Among Some Low-Rank Subspace Recovery Models | 2019-06-04 | Paper |
| The Augmented Homogeneous Coordinates Matrix-Based Projective Mismatch Removal for Partial-Duplicate Image Search | 2019-02-07 | Paper |
| Binary Multidimensional Scaling for Hashing | 2019-02-06 | Paper |
| Tensor Factorization for Low-Rank Tensor Completion | 2019-02-06 | Paper |
| Low-Rank Matrix Recovery Via Robust Outlier Estimation | 2019-02-06 | Paper |
| The Shape Interaction Matrix-Based Affine Invariant Mismatch Removal for Partial-Duplicate Image Search | 2019-02-05 | Paper |
| Automatic Design of High-Sensitivity Color Filter Arrays With Panchromatic Pixels | 2019-02-05 | Paper |
| Bilevel Model-Based Discriminative Dictionary Learning for Recognition | 2019-02-05 | Paper |
| Optimized Color Filter Arrays for Sparse Representation-Based Demosaicking | 2019-02-05 | Paper |
| Label Information Guided Graph Construction for Semi-Supervised Learning | 2019-02-05 | Paper |
| Nonconvex Nonsmooth Low Rank Minimization via Iteratively Reweighted Nuclear Norm | 2019-02-04 | Paper |
| Automatic Design of Color Filter Arrays in The Frequency Domain | 2019-02-04 | Paper |
| Convex Sparse Spectral Clustering: Single-View to Multi-View | 2019-02-04 | Paper |
| Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted Least Squares Minimization | 2019-01-31 | Paper |
| Penrose Demosaicking | 2019-01-31 | Paper |
| Multi-Level Discriminative Dictionary Learning With Application to Large Scale Image Classification | 2019-01-31 | Paper |
| Constructing a Nonnegative Low-Rank and Sparse Graph With Data-Adaptive Features | 2019-01-31 | Paper |
| Dual Graph Regularized Latent Low-Rank Representation for Subspace Clustering | 2019-01-31 | Paper |
| Convergence Rates Analysis of The Quadratic Penalty Method and Its Applications to Decentralized Distributed Optimization | 2017-11-29 | Paper |
| A Regularized Approach for Geodesic-Based Semisupervised Multimanifold Learning | 2017-11-20 | Paper |
| A Geometric Method for Optimal Design of Color Filter Arrays | 2017-10-19 | Paper |
| A Generalized Accelerated Proximal Gradient Approach for Total-Variation-Based Image Restoration | 2017-10-19 | Paper |
| Radon Representation-Based Feature Descriptor for Texture Classification | 2017-10-09 | Paper |
| Completing Low-Rank Matrices With Corrupted Samples From Few Coefficients in General Basis | 2017-04-28 | Paper |
| Faster and Non-ergodic O(1/K) Stochastic Alternating Direction Method of Multipliers | 2017-04-22 | Paper |
| Learning Markov random walks for robust subspace clustering and estimation | 2015-11-06 | Paper |
| Linearized alternating direction method with parallel splitting and adaptive penalty for separable convex programs in machine learning | 2015-07-07 | Paper |
| Linearized alternating direction method with adaptive penalty and warm starts for fast solving transform invariant low-rank textures | 2013-08-29 | Paper |
| A new discriminant subspace analysis approach for multi-class problems | 2012-02-14 | Paper |
| Linearized Alternating Direction Method with Adaptive Penalty for Low-Rank Representation | 2011-09-02 | Paper |
| Feature extraction by learning Lorentzian metric tensor and its extensions | 2010-09-08 | Paper |
| Fast, automatic and fine-grained tampered JPEG image detection via DCT coefficient analysis | 2009-07-29 | Paper |
| Multi-output regression on the output manifold | 2009-07-29 | Paper |
| Tensor linear Laplacian discrimination (TLLD) for feature extraction | 2009-07-29 | Paper |
| Style-preserving English handwriting synthesis | 2007-05-23 | Paper |
| Relighting with the reflected irradiance field: Representation, sampling and reconstruction | 2003-02-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4251301 | 2001-08-27 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3836816 | 2000-01-04 | Paper |
