A consistent and flexible framework for deep matrix factorizations | 0 | 0.34 | 2023 |
Multi-resolution beta-divergence NMF for blind spectral unmixing | 0 | 0.34 | 2022 |
Characterization of the dissipative mappings and their application to perturbations of dissipative-Hamiltonian systems | 0 | 0.34 | 2021 |
A Block Inertial Bregman Proximal Algorithm For Nonsmooth Nonconvex Problems With Application To Symmetric Nonnegative Matrix Tri-Factorization | 0 | 0.34 | 2021 |
Off-Diagonal Symmetric Nonnegative Matrix Factorization | 0 | 0.34 | 2021 |
Multi-Block Bregman Proximal Alternating Linearized Minimization And Its Application To Orthogonal Nonnegative Matrix Factorization | 0 | 0.34 | 2021 |
A Geometric Lower Bound On The Extension Complexity Of Polytopes Based On The F-Vector | 0 | 0.34 | 2021 |
NONNEGATIVE UNIMODAL MATRIX FACTORIZATION | 0 | 0.34 | 2021 |
Multiplicative Updates For Nmf With Beta-Divergences Under Disjoint Equality Constraints | 0 | 0.34 | 2021 |
Algorithms For Nonnegative Matrix Factorization With The Kullback-Leibler Divergence | 0 | 0.34 | 2021 |
Accelerating Block Coordinate Descent For Nonnegative Tensor Factorization | 0 | 0.34 | 2021 |
Simplex-Structured Matrix Factorization: Sparsity-Based Identifiability And Provably Correct Algorithms | 0 | 0.34 | 2021 |
Structured nonnegative matrix factorization for traffic flow estimation of large cloud networks | 0 | 0.34 | 2021 |
Provably Robust Blind Source Separation of Linear-Quadratic Near-Separable Mixtures | 0 | 0.34 | 2021 |
Beyond linear subspace clustering: A comparative study of nonlinear manifold clustering algorithms | 0 | 0.34 | 2021 |
Successive Nonnegative Projection Algorithm For Linear Quadratic Mixtures | 0 | 0.34 | 2020 |
Optimizing Over The Properly Efficient Set Of Convex Multi-Objective Optimization Problems | 0 | 0.34 | 2020 |
On approximating the nearest Ω-stable matrix. | 0 | 0.34 | 2020 |
Hyperspectral Unmixing With Rare Endmembers Via Minimax Nonnegative Matrix Factorization | 0 | 0.34 | 2020 |
Near-Convex Archetypal Analysis. | 0 | 0.34 | 2020 |
Inertial Block Proximal Methods for Non-Convex Non-Smooth Optimization | 0 | 0.34 | 2020 |
Computing Large-Scale Matrix and Tensor Decomposition With Structured Factors: A Unified Nonconvex Optimization Perspective | 1 | 0.35 | 2020 |
Minimum-Volume Rank-Deficient Nonnegative Matrix Factorizations | 0 | 0.34 | 2019 |
Successive Projection Algorithm Robust to Outliers | 0 | 0.34 | 2019 |
Separable Simplex-Structured Matrix Factorization: Robustness Of Combinatorial Approaches | 0 | 0.34 | 2019 |
Accelerating Nonnegative Matrix Factorization Algorithms using Extrapolation. | 1 | 0.35 | 2019 |
Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization | 0 | 0.34 | 2019 |
A Provably Correct And Robust Algorithm For Convolutive Nonnegative Matrix Factorization | 0 | 0.34 | 2019 |
Generalized Separable Nonnegative Matrix Factorization | 1 | 0.35 | 2019 |
Algorithms and Comparisons of Nonnegative Matrix Factorizations With Volume Regularization for Hyperspectral Unmixing | 0 | 0.34 | 2019 |
Identifiability Of Complete Dictionary Learning | 0 | 0.34 | 2019 |
Nonnegative Low-Rank Sparse Component Analysis | 0 | 0.34 | 2019 |
Computing the nearest stable matrix pairs. | 4 | 0.51 | 2018 |
Finding the Nearest Positive-Real System. | 1 | 0.38 | 2018 |
Spectral Unmixing With Multiple Dictionaries. | 0 | 0.34 | 2018 |
On the Complexity of Robust PCA and ?1-Norm Low-Rank Matrix Approximation | 1 | 0.37 | 2018 |
Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs. | 2 | 0.35 | 2018 |
Volume regularized non-negative matrix factorizations | 0 | 0.34 | 2018 |
Multiplicative updates for polynomial root finding. | 0 | 0.34 | 2018 |
A Fast Gradient Method for Nonnegative Sparse Regression With Self-Dictionary. | 6 | 0.40 | 2018 |
UTA-poly and UTA-splines: additive value functions with polynomial marginals. | 2 | 0.36 | 2018 |
Improved SVD-based Initialization for Nonnegative Matrix Factorization using Low-Rank Correction. | 1 | 0.35 | 2018 |
Identifiability of Low-Rank Sparse Component Analysis. | 0 | 0.34 | 2018 |
Algorithms for Positive Semidefinite Factorization. | 1 | 0.35 | 2018 |
Dictionary-Based Tensor Canonical Polyadic Decomposition. | 1 | 0.41 | 2018 |
Some Theory on Non-negative Tucker Decomposition. | 0 | 0.34 | 2017 |
Low-Rank Matrix Approximation in the Infinity Norm. | 1 | 0.37 | 2017 |
A new approach to dictionary-based nonnegative matrix factorization. | 0 | 0.34 | 2017 |
On computing the distance to stability for matrices using linear dissipative Hamiltonian systems. | 8 | 0.84 | 2017 |
Sequential Dimensionality Reduction for Extracting Localized Features. | 3 | 0.42 | 2017 |