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Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization
SIAM Journal on Optimization (SIAM J. Optim.), 2013
8 October 2013
Nicolas Gillis
S. Vavasis
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Papers citing
"Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization"
26 / 26 papers shown
On the Robustness of the Successive Projection Algorithm
SIAM Journal on Matrix Analysis and Applications (SIMAX), 2024
Giovanni Barbarino
Nicolas Gillis
404
4
0
25 Nov 2024
Improved Algorithm and Bounds for Successive Projection
Jiashun Jin
Z. Ke
Gabriel Moryoussef
Jiajun Tang
Jingming Wang
256
4
0
16 Mar 2024
Two to Five Truths in Non-Negative Matrix Factorization
International Workshop on Complex Networks & Their Applications (CNTA), 2023
John M. Conroy
Neil P. Molino
Brian Baughman
Rod Gomez
Ryan Kaliszewski
Nicholas A. Lines
257
0
0
06 May 2023
Bipartite mixed membership distribution-free model. A novel model for community detection in overlapping bipartite weighted networks
Expert systems with applications (ESWA), 2022
Huan Qing
Jingli Wang
412
13
0
02 Nov 2022
Mixed membership distribution-free model
Knowledge and Information Systems (KAIS), 2021
Huan Qing
Jingli Wang
490
6
0
04 Dec 2021
Overlapping and nonoverlapping models
Huan Qing
250
0
0
02 Nov 2021
A useful criterion on studying consistent estimation in community detection
Huan Qing
327
9
0
30 Sep 2021
Directed degree corrected mixed membership model and estimating community memberships in directed networks
Huan Qing
339
3
0
16 Sep 2021
Assigning Topics to Documents by Successive Projections
Annals of Statistics (Ann. Stat.), 2021
Olga Klopp
Maxim Panov
Suzanne Sigalla
Alexandre B. Tsybakov
365
11
0
08 Jul 2021
Directed mixed membership stochastic blockmodel
Huan Qing
Jingli Wang
346
6
0
07 Jan 2021
Self-Representation Based Unsupervised Exemplar Selection in a Union of Subspaces
Chong You
Chi Li
Daniel P. Robinson
René Vidal
231
20
0
07 Jun 2020
A Provably Correct and Robust Algorithm for Convolutive Nonnegative Matrix Factorization
IEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2019
Anthony Degleris
Nicolas Gillis
388
9
0
17 Jun 2019
Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications
Xiao Fu
Kejun Huang
N. Sidiropoulos
Wing-Kin Ma
516
221
0
03 Mar 2018
Efficient Preconditioning for Noisy Separable NMFs by Successive Projection Based Low-Rank Approximations
Tomohiko Mizutani
Mirai Tanaka
207
0
0
01 Oct 2017
Maximum Volume Inscribed Ellipsoid: A New Simplex-Structured Matrix Factorization Framework via Facet Enumeration and Convex Optimization
SIAM Journal of Imaging Sciences (SIAM J. Imaging Sci.), 2017
Chia-Hsiang Lin
Ruiyuan Wu
Wing-Kin Ma
Chong-Yung Chi
Yijiao Wang
533
64
0
09 Aug 2017
Consistent Estimation of Mixed Memberships with Successive Projections
Maxim Panov
Konstantin Slavnov
Roman Ushakov
326
21
0
05 Jul 2017
Non-negative Matrix Factorization via Archetypal Analysis
H. Javadi
Andrea Montanari
261
32
0
08 May 2017
Introduction to Nonnegative Matrix Factorization
Nicolas Gillis
292
50
0
02 Mar 2017
On Restricted Nonnegative Matrix Factorization
D. Chistikov
S. Kiefer
Ines Marusic
M. Shirmohammadi
J. Worrell
265
15
0
23 May 2016
Robustness Analysis of Preconditioned Successive Projection Algorithm for General Form of Separable NMF Problem
Tomohiko Mizutani
237
12
0
28 Jun 2015
Spectral Clustering by Ellipsoid and Its Connection to Separable Nonnegative Matrix Factorization
Tomohiko Mizutani
271
1
0
05 Mar 2015
Heuristics for Exact Nonnegative Matrix Factorization
Journal of Global Optimization (J. Glob. Optim.), 2014
A. Vandaele
Nicolas Gillis
François Glineur
D. Tuyttens
307
44
0
26 Nov 2014
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14)
Laurent Jacques
C. De Vleeschouwer
Y. Boursier
Prasad Sudhakar
C. D. Mol
...
Jean-Luc Starck
I. Loris
Samuel Vaiter
Mohammad Golbabaee
D. Vukobratović
967
0
0
02 Oct 2014
Enhancing Pure-Pixel Identification Performance via Preconditioning
Workshop on Hyperspectral Image and Signal Processing (WHISPERS), 2014
Nicolas Gillis
Wing-Kin Ma
415
13
0
20 Jun 2014
The Why and How of Nonnegative Matrix Factorization
Nicolas Gillis
475
378
0
21 Jan 2014
Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation
SIAM Journal of Imaging Sciences (SIIMS), 2013
Nicolas Gillis
491
105
0
28 Oct 2013
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