Name
Affiliation
Papers
NICOLAS GILLIS
university of waterloo
75
Collaborators
Citations 
PageRank 
79
503
39.77
Referers 
Referees 
References 
896
737
697
Search Limit
100896
Title
Citations
PageRank
Year
A consistent and flexible framework for deep matrix factorizations00.342023
Multi-resolution beta-divergence NMF for blind spectral unmixing00.342022
Characterization of the dissipative mappings and their application to perturbations of dissipative-Hamiltonian systems00.342021
A Block Inertial Bregman Proximal Algorithm For Nonsmooth Nonconvex Problems With Application To Symmetric Nonnegative Matrix Tri-Factorization00.342021
Off-Diagonal Symmetric Nonnegative Matrix Factorization00.342021
Multi-Block Bregman Proximal Alternating Linearized Minimization And Its Application To Orthogonal Nonnegative Matrix Factorization00.342021
A Geometric Lower Bound On The Extension Complexity Of Polytopes Based On The F-Vector00.342021
NONNEGATIVE UNIMODAL MATRIX FACTORIZATION00.342021
Multiplicative Updates For Nmf With Beta-Divergences Under Disjoint Equality Constraints00.342021
Algorithms For Nonnegative Matrix Factorization With The Kullback-Leibler Divergence00.342021
Accelerating Block Coordinate Descent For Nonnegative Tensor Factorization00.342021
Simplex-Structured Matrix Factorization: Sparsity-Based Identifiability And Provably Correct Algorithms00.342021
Structured nonnegative matrix factorization for traffic flow estimation of large cloud networks00.342021
Provably Robust Blind Source Separation of Linear-Quadratic Near-Separable Mixtures00.342021
Beyond linear subspace clustering: A comparative study of nonlinear manifold clustering algorithms00.342021
Successive Nonnegative Projection Algorithm For Linear Quadratic Mixtures00.342020
Optimizing Over The Properly Efficient Set Of Convex Multi-Objective Optimization Problems00.342020
On approximating the nearest Ω-stable matrix.00.342020
Hyperspectral Unmixing With Rare Endmembers Via Minimax Nonnegative Matrix Factorization00.342020
Near-Convex Archetypal Analysis.00.342020
Inertial Block Proximal Methods for Non-Convex Non-Smooth Optimization00.342020
Computing Large-Scale Matrix and Tensor Decomposition With Structured Factors: A Unified Nonconvex Optimization Perspective10.352020
Minimum-Volume Rank-Deficient Nonnegative Matrix Factorizations00.342019
Successive Projection Algorithm Robust to Outliers00.342019
Separable Simplex-Structured Matrix Factorization: Robustness Of Combinatorial Approaches00.342019
Accelerating Nonnegative Matrix Factorization Algorithms using Extrapolation.10.352019
Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization00.342019
A Provably Correct And Robust Algorithm For Convolutive Nonnegative Matrix Factorization00.342019
Generalized Separable Nonnegative Matrix Factorization10.352019
Algorithms and Comparisons of Nonnegative Matrix Factorizations With Volume Regularization for Hyperspectral Unmixing00.342019
Identifiability Of Complete Dictionary Learning00.342019
Nonnegative Low-Rank Sparse Component Analysis00.342019
Computing the nearest stable matrix pairs.40.512018
Finding the Nearest Positive-Real System.10.382018
Spectral Unmixing With Multiple Dictionaries.00.342018
On the Complexity of Robust PCA and ?1-Norm Low-Rank Matrix Approximation10.372018
Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs.20.352018
Volume regularized non-negative matrix factorizations00.342018
Multiplicative updates for polynomial root finding.00.342018
A Fast Gradient Method for Nonnegative Sparse Regression With Self-Dictionary.60.402018
UTA-poly and UTA-splines: additive value functions with polynomial marginals.20.362018
Improved SVD-based Initialization for Nonnegative Matrix Factorization using Low-Rank Correction.10.352018
Identifiability of Low-Rank Sparse Component Analysis.00.342018
Algorithms for Positive Semidefinite Factorization.10.352018
Dictionary-Based Tensor Canonical Polyadic Decomposition.10.412018
Some Theory on Non-negative Tucker Decomposition.00.342017
Low-Rank Matrix Approximation in the Infinity Norm.10.372017
A new approach to dictionary-based nonnegative matrix factorization.00.342017
On computing the distance to stability for matrices using linear dissipative Hamiltonian systems.80.842017
Sequential Dimensionality Reduction for Extracting Localized Features.30.422017
  • 1
  • 2