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Manopt

swMATH ID: 8493
Software Authors: Nicolas Boumal; Bamdev Mishra; P.-A. Absil; Rodolphe Sepulchre
Description: Manopt, a Matlab toolbox for optimization on manifolds. Optimization on manifolds is a rapidly developing branch of nonlinear optimization. Its focus is on problems where the smooth geometry of the search space can be leveraged to design efficient numerical algorithms. In particular, optimization on manifolds is well-suited to deal with rank and orthogonality constraints. Such structured constraints appear pervasively in machine learning applications, including low-rank matrix completion, sensor network localization, camera network registration, independent component analysis, metric learning, dimensionality reduction and so on. The Manopt toolbox, available at www.manopt.org , is a user-friendly, documented piece of software dedicated to simplify experimenting with state of the art Riemannian optimization algorithms. We aim particularly at reaching practitioners outside our field
Homepage: http://www.manopt.org/
Dependencies: Matlab
Related Software: RTRMC; Pymanopt; Matlab; ROPTLIB; SDPLR; UCI-ml; GitHub; Manopt.jl; SDPT3; KSSOLV; PhaseLift; MADMM; SDPNAL+; SeDuMi; Matrix Means Toolbox; Julia; GQTPAR; CVX; lobpcg.m; PRMLT
Cited in: 159 Documents
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Cited by 340 Authors

11 Absil, Pierre-Antoine
8 Boumal, Nicolas
8 Sato, Hiroyuki
7 Mishra, Bamdev
7 Sra, Suvrit
5 Hosseini, Reshad
4 Oviedo, Harry
4 Sugiyama, Masashi
4 Yuan, Ya-xiang
3 Bendory, Tamir
3 Gao, Junbin
3 Jawanpuria, Pratik
3 Pfeffer, Max
3 Sepulchre, Rodolphe J.
3 Uschmajew, André
2 Bergmann, Ronny
2 Bouchard, Florent
2 Cartis, Coralia
2 Dong, Shuyu
2 Francisco, Juliano B.
2 Gallivan, Kyle A.
2 Gao, Bin
2 Garcia-Salguero, Mercedes
2 Ghosh, Arnav
2 Gonçalves, Douglas Soares
2 Gonzalez-Jimenez, Javier
2 Gousenbourger, Pierre-Yves
2 Han, Andi
2 Hosseini, Seyedehsomayeh
2 Hu, Jiang
2 Kasai, Hiroyuki
2 Lange, Kenneth L.
2 Lara, Hugo J.
2 Li, Jianze
2 Li, Jiaofen
2 Liu, Xin
2 Massart, Estelle M.
2 Meyer, Gilles
2 Petersen, Alexander M.
2 Sasaki, Hiroaki
2 Sheng, Zhou
2 Singer, Amit
2 Tangkaratt, Voot
2 Treanţă, Savin
2 Trendafilov, Nickolay T.
2 Upadhyay, Balendu Bhooshan
2 Usevich, Konstantin
2 Wei, Hejie
2 Wen, Zaiwen
2 Xiao, Nachuan
2 Yang, Weihong
2 Zhang, Lei-Hong
2 Zhou, Hua
2 Zhu, Xiaojing
1 Adachi, Kohei
1 Adragni, Kofi Placid
1 Afsari, Bijan
1 Agarwal, Naman
1 Aihara, Kensuke
1 Al-Najjar, Elias
1 Almeida, Yldenilson Torres
1 Amodei, Luca
1 Andrade, João S.
1 Andrianesis, Panagiotis
1 Avron, Haim
1 Bach, Francis R.
1 Bai, Zhengjian
1 Balajewicz, Maciej J.
1 Bao, Chenglong
1 Bauer, Martin
1 Bethge, Matthias
1 Bonnabel, Silvère
1 Bortoloti, Marcio Antônio de A.
1 Breiding, Paul
1 Bruveris, Martins
1 Bullins, Brian
1 Cai, Jian-Feng
1 Cambier, Léopold
1 Caramanis, Michael C.
1 Carlone, Luca
1 Cevher, Volkan
1 Chai, Yinsheng
1 Chaudhury, Kunal Narayan
1 Chen, Hua
1 Chen, Sheng
1 Chen, Shixiang
1 Chen, Xin
1 Chen, Yenwei
1 Cherian, Anoop
1 Comon, Pierre
1 Congedo, Marco
1 Couillet, Romain
1 Courty, Nicolas
1 Cunningham, John P.
1 Cuturi, Marco
1 da Cruz Neto, João Xavier
1 Dalmau Cedeño, Oscar Susano
1 Dalmau, Oscar
1 Danaila, Ionut
1 Daniilidis, Kostas
...and 240 more Authors
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Cited in 59 Serials

18 SIAM Journal on Optimization
9 SIAM Journal on Matrix Analysis and Applications
7 Mathematical Programming. Series A. Series B
7 Computational Optimization and Applications
6 Journal of Optimization Theory and Applications
6 SIAM Journal on Scientific Computing
5 Machine Learning
5 Journal of Mathematical Imaging and Vision
5 SIAM Journal on Imaging Sciences
4 Computational Statistics and Data Analysis
4 Journal of Machine Learning Research (JMLR)
4 Optimization Letters
4 Statistics and Computing
3 Automatica
3 Neural Computation
3 Numerical Algorithms
3 Computational and Applied Mathematics
3 Foundations of Computational Mathematics
2 Journal of Computational Physics
2 Numerische Mathematik
2 Bulletin of the Iranian Mathematical Society
2 Applied Numerical Mathematics
2 Neural Networks
2 Journal of Global Optimization
2 Computational Statistics
2 Linear Algebra and its Applications
2 Applied and Computational Harmonic Analysis
2 Advances in Computational Mathematics
2 Mathematical Problems in Engineering
2 Optimization Methods & Software
1 Artificial Intelligence
1 Inverse Problems
1 Journal of Fluid Mechanics
1 Journal of the Franklin Institute
1 Psychometrika
1 Mathematics of Computation
1 The Annals of Statistics
1 Applied Mathematics and Optimization
1 International Statistical Review
1 Journal of Approximation Theory
1 Journal of Computational and Applied Mathematics
1 Journal of Statistical Planning and Inference
1 Metron
1 SIAM Journal on Numerical Analysis
1 Constructive Approximation
1 Discrete & Computational Geometry
1 Journal of Scientific Computing
1 Experimental Mathematics
1 Advances in Applied Clifford Algebras
1 Data Mining and Knowledge Discovery
1 Journal of Applied Mathematics and Computing
1 Multiscale Modeling & Simulation
1 Journal of Statistical Mechanics: Theory and Experiment
1 Electronic Journal of Statistics
1 SIAM Journal on Financial Mathematics
1 JSIAM Letters
1 SIAM/ASA Journal on Uncertainty Quantification
1 Special Matrices
1 SIAM Journal on Mathematics of Data Science

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