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Nicolas Boumal

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2018
[j10]
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Yiqiao Zhong, Nicolas Boumal:
Near-Optimal Bounds for Phase Synchronization. SIAM Journal on Optimization 28(2): 989-1016 (2018)
[j9]
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Tamir Bendory, Yonina C. Eldar, Nicolas Boumal:
Non-Convex Phase Retrieval From STFT Measurements. IEEE Trans. Information Theory 64(1): 467-484 (2018)
[j8]
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Tamir Bendory, Nicolas Boumal, Chao Ma, Zhizhen Zhao, Amit Singer:
Bispectrum Inversion With Application to Multireference Alignment. IEEE Trans. Signal Processing 66(4): 1037-1050 (2018)
[c12]
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Nicolas Boumal, Tamir Bendory, Roy R. Lederman, Amit Singer:
Heterogeneous multireference alignment: A single pass approach. CISS 2018: 1-6
[c11]
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Srinadh Bhojanapalli, Nicolas Boumal, Prateek Jain, Praneeth Netrapalli:
Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form. COLT 2018: 3243-3270
[c10]
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  - conf/isbi/LevinBBKS18
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Eitan Levin, Tamir Bendory, Nicolas Boumal, Joe Kileel, Amit Singer:
3D ab initio modeling in cryo-EM by autocorrelation analysis. ISBI 2018: 1569-1573
[c9]
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Thomas Pumir, Samy Jelassi, Nicolas Boumal:
Smoothed analysis of the low-rank approach for smooth semidefinite programs. NeurIPS 2018: 2287-2296
[i11]
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  - journals/corr/abs-1803-00186
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Srinadh Bhojanapalli, Nicolas Boumal, Prateek Jain, Praneeth Netrapalli:
Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form. CoRR abs/1803.00186 (2018)
[i10]
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  - journals/corr/abs-1806-03763
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Thomas Pumir, Samy Jelassi, Nicolas Boumal:
Smoothed analysis of the low-rank approach for smooth semidefinite programs. CoRR abs/1806.03763 (2018)
[i9]
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  - journals/corr/abs-1810-00226
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Tamir Bendory, Nicolas Boumal, William Leeb, Eitan Levin, Amit Singer:
Toward single particle reconstruction without particle picking: Breaking the detection limit. CoRR abs/1810.00226 (2018)
2017
[j7]
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  - journals/mp/BandeiraBS17
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Afonso S. Bandeira, Nicolas Boumal, Amit Singer:
Tightness of the maximum likelihood semidefinite relaxation for angular synchronization. Math. Program. 163(1-2): 145-167 (2017)
[i8]
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Tamir Bendory, Nicolas Boumal, Chao Ma, Zhizhen Zhao, Amit Singer:
Bispectrum Inversion with Application to Multireference Alignment. CoRR abs/1705.00641 (2017)
[i7]
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  - journals/corr/abs-1710-02590
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Nicolas Boumal, Tamir Bendory, Roy R. Lederman, Amit Singer:
Heterogeneous multireference alignment: a single pass approach. CoRR abs/1710.02590 (2017)
2016
[j6]
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  - journals/siamjo/Boumal16
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Nicolas Boumal:
Nonconvex Phase Synchronization. SIAM Journal on Optimization 26(4): 2355-2377 (2016)
[c8]
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  - conf/colt/BandeiraBV16
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Afonso S. Bandeira, Nicolas Boumal, Vladislav Voroninski:
On the low-rank approach for semidefinite programs arising in synchronization and community detection. COLT 2016: 361-382
[c7]
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Nicolas Boumal, Vladislav Voroninski, Afonso S. Bandeira:
The non-convex Burer-Monteiro approach works on smooth semidefinite programs. NIPS 2016: 2757-2765
[i6]
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Nicolas Boumal, Vladislav Voroninski, Afonso S. Bandeira:
The non-convex Burer-Monteiro approach works on smooth semidefinite programs. CoRR abs/1606.04970 (2016)
2015
[j5]
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  - journals/mia/TaquetSBPMW15
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Maxime Taquet, Benoit Scherrer, Nicolas Boumal, Jurriaan M. Peters, Benoit M. Macq, Simon K. Warfield:
Improved fidelity of brain microstructure mapping from single-shell diffusion MRI. Medical Image Analysis 26(1): 268-286 (2015)
[c6]
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  - conf/gsi/Boumal15
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Nicolas Boumal:
Riemannian Trust Regions with Finite-Difference Hessian Approximations are Globally Convergent. GSI 2015: 467-475
[i5]
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Nicolas Boumal:
A Riemannian low-rank method for optimization over semidefinite matrices with block-diagonal constraints. CoRR abs/1506.00575 (2015)
2014
[b1]
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  - phd/basesearch/Boumal14
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Nicolas Boumal:
Optimization and estimation on manifolds. Catholic University of Louvain, Louvain-la-Neuve, Belgium 2014
[j4]
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  - journals/jcam/BorckmansSBA14
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Pierre B. Borckmans, S. Easter Selvan, Nicolas Boumal, Pierre-Antoine Absil:
A Riemannian subgradient algorithm for economic dispatch with valve-point effect. J. Computational Applied Mathematics 255: 848-866 (2014)
[j3]
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Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre:
Manopt, a matlab toolbox for optimization on manifolds. Journal of Machine Learning Research 15(1): 1455-1459 (2014)
[j2]
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  - journals/scl/BoumalC14
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Nicolas Boumal, Xiuyuan Cheng:
Concentration of the Kirchhoff index for Erdős-Rényi graphs. Systems & Control Letters 74: 74-80 (2014)
[i4]
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  - journals/corr/JacquesVB14
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Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic:
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR abs/1410.0719 (2014)
2013
[j1]
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  - journals/tsp/Boumal13
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Nicolas Boumal:
On Intrinsic Cramér-Rao Bounds for Riemannian Submanifolds and Quotient Manifolds. IEEE Trans. Signal Processing 61(7): 1809-1821 (2013)
[c5]
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  - conf/cdc/BoumalSA13
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Nicolas Boumal, Amit Singer, Pierre-Antoine Absil:
Robust estimation of rotations from relative measurements by maximum likelihood. CDC 2013: 1156-1161
[c4]
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Nicolas Boumal:
Interpolation and Regression of Rotation Matrices. GSI 2013: 345-352
[c3]
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  - conf/miccai/TaquetSBMW13
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Maxime Taquet, Benoit Scherrer, Nicolas Boumal, Benoît Macq, Simon K. Warfield:
Estimation of a Multi-fascicle Model from Single B-Value Data with a Population-Informed Prior. MICCAI (1) 2013: 695-702
[i3]
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Nicolas Boumal, Xiuyuan Cheng:
Expected performance bounds for estimation on graphs from random relative measurements. CoRR abs/1307.6398 (2013)
[i2]
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  - journals/corr/BoumalMAS13
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Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre:
Manopt, a Matlab toolbox for optimization on manifolds. CoRR abs/1308.5200 (2013)
2012
[i1]
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  - journals/corr/abs-1211-1621
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Nicolas Boumal, Amit Singer, Pierre-Antoine Absil, Vincent D. Blondel:
Cramér-Rao bounds for synchronization of rotations. CoRR abs/1211.1621 (2012)
2011
[c2]
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  - conf/icassp/BoumalA11
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Nicolas Boumal, Pierre-Antoine Absil:
Discrete regression methods on the cone of positive-definite matrices. ICASSP 2011: 4232-4235
[c1]
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Nicolas Boumal, Pierre-Antoine Absil:
RTRMC: A Riemannian trust-region method for low-rank matrix completion. NIPS 2011: 406-414

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