Nicolas Boumal

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P.-A. AbsilICTEAM, EPL, UCLouvainPatvirtintas el. paštas uclouvain.be
Amit SingerPrinceton UniversityPatvirtintas el. paštas math.princeton.edu
Tamir BendoryAssociate ProfessorPatvirtintas el. paštas tauex.tau.ac.il
Afonso S. BandeiraProfessor of Mathematics, ETH ZurichPatvirtintas el. paštas math.ethz.ch
Christopher CriscitielloEPFLPatvirtintas el. paštas epfl.ch
Bamdev MishraMicrosoft, Past: Amazon, U Cambridge, U Liège, IIT BombayPatvirtintas el. paštas microsoft.com
Vladislav VoroninskiCEO, Helm.aiPatvirtintas el. paštas mit.edu
Coralia CartisUniversity of OxfordPatvirtintas el. paštas maths.ox.ac.uk
Eitan LevinCalifornia Institute of TechnologyPatvirtintas el. paštas caltech.edu
Rodolphe SepulchreProfessor of Engineering, KU Leuven and University of CambridgePatvirtintas el. paštas kuleuven.be
Joe KileelAssistant Professor, University of Texas at AustinPatvirtintas el. paštas math.utexas.edu
Ma ChaoDepartment of Mathematics, Stanford UniversityPatvirtintas el. paštas stanford.edu
Quentin RebjockEPFLPatvirtintas el. paštas epfl.ch
Alexandre d'AspremontCNRS & Ecole Normale Supérieure, ParisPatvirtintas el. paštas di.ens.fr
Vincent RouletGoogle ResearchPatvirtintas el. paštas google.com
Naman AgarwalSenior Research Scientist, Google AI PrincetonPatvirtintas el. paštas google.com
Brian BullinsAssistant Professor, Purdue UniversityPatvirtintas el. paštas purdue.edu
Yiqiao ZhongAssistant Professor, University of Wisconsin--MadisonPatvirtintas el. paštas wisc.edu
Yonina EldarMath and Computer Science, WeizmannPatvirtintas el. paštas weizmann.ac.il
Changshuo LiuQuantitative Researcher, GTS SecuritiesPatvirtintas el. paštas alumni.princeton.edu

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Nicolas Boumal

Ecole Polytechnique Fédérale de Lausanne (EPFL)

Patvirtintas el. paštas epfl.ch - Pagrindinis puslapis

continuous optimization statistical estimation numerical analysis nonconvex optimization geometric optimization


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
Manopt, a Matlab toolbox for optimization on manifolds N Boumal, B Mishra, PA Absil, R Sepulchre Journal of Machine Learning Research 15, 1455--1459, 2014	1218	2014
An introduction to optimization on smooth manifolds N Boumal Cambridge University Press, 2023	828	2023
Global rates of convergence for nonconvex optimization on manifolds N Boumal, PA Absil, C Cartis IMA Journal of Numerical Analysis, 2018	362	2018
The non-convex Burer-Monteiro approach works on smooth semidefinite programs N Boumal, V Voroninski, AS Bandeira NeurIPS 2016, 2016	303	2016
RTRMC: A Riemannian trust-region method for low-rank matrix completion N Boumal, P Absil Advances in neural information processing systems 24, 2011	249	2011
Nonconvex phase synchronization N Boumal SIAM Journal on Optimization 26 (4), 2355-2377, 2016	206	2016
Tightness of the maximum likelihood semidefinite relaxation for angular synchronization AS Bandeira, N Boumal, A Singer Mathematical Programming 163 (1--2), 145--167, 2017	179	2017
On the low-rank approach for semidefinite programs arising in synchronization and community detection AS Bandeira, N Boumal, V Voroninski 29th Conference on Learning Theory (COLT 2016), 2016	178	2016
Near-optimal bounds for phase synchronization Y Zhong, N Boumal SIAM Journal on Optimization 28 (2), 989--1016, 2018	161	2018
Low-rank matrix completion via preconditioned optimization on the Grassmann manifold N Boumal, PA Absil Linear Algebra and its Applications 475, 200-239, 2015	156	2015
Non-Convex Phase Retrieval from STFT Measurements T Bendory, YC Eldar, N Boumal IEEE Transactions on Information Theory, 2017	139	2017
Simple algorithms for optimization on Riemannian manifolds with constraints C Liu, N Boumal Applied Mathematics & Optimization 82 (3), 949--981, 2020	132	2020
Deterministic Guarantees for Burer‐Monteiro Factorizations of Smooth Semidefinite Programs N Boumal, V Voroninski, AS Bandeira Communications on Pure and Applied Mathematics 73 (3), 581-608, 2020	117	2020
Cramér-Rao bounds for synchronization of rotations N Boumal, A Singer, PA Absil, VD Blondel Information and Inference 3 (1), 1--39, 2014	111	2014
Bispectrum inversion with application to multireference alignment T Bendory, N Boumal, C Ma, Z Zhao, A Singer IEEE Transactions on signal processing 66 (4), 1037-1050, 2017	104	2017
Optimization and estimation on manifolds N Boumal Université catholique de Louvain, 2014	90	2014
A Riemannian low-rank method for optimization over semidefinite matrices with block-diagonal constraints N Boumal arXiv preprint arXiv:1506.00575, 2015	84	2015
Efficiently escaping saddle points on manifolds C Criscitiello, N Boumal NeurIPS 2019, 2019	79	2019
Adaptive regularization with cubics on manifolds N Agarwal, N Boumal, B Bullins, C Cartis Mathematical Programming, 2020	74*	2020
On intrinsic Cramér-Rao bounds for Riemannian submanifolds and quotient manifolds N Boumal IEEE Transactions on Signal Processing 61 (7), 1809--1821, 2013	59	2013

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