papers
Publications (16)
math.OC2017
Near-optimal bounds for phase synchronization
Yiqiao Zhong, Nicolas Boumal
stat.ML2018
Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form
Srinadh Bhojanapalli, Nicolas Boumal, Prateek Jain +1
math.OC2016
Tightness of the maximum likelihood semidefinite relaxation for angular synchronization
Afonso S. Bandeira, Nicolas Boumal, Amit Singer
stat.ML2018
Smoothed analysis of the low-rank approach for smooth semidefinite programs
Thomas Pumir, Samy Jelassi, Nicolas Boumal
math.OC2018
Computational Complexity versus Statistical Performance on Sparse Recovery Problems
Vincent Roulet, Nicolas Boumal, Alexandre d'Aspremont
cs.IT2017
Bispectrum Inversion with Application to Multireference Alignment
Tamir Bendory, Nicolas Boumal, Chao Ma +2
math.OC2016
On the low-rank approach for semidefinite programs arising in synchronization and community detection
Afonso S. Bandeira, Nicolas Boumal, Vladislav Voroninski
cs.IT2014
Concentration of the Kirchhoff index for Erdos-Renyi graphs
Nicolas Boumal, Xiuyuan Cheng
cs.MS2013
Manopt, a Matlab toolbox for optimization on manifolds
Nicolas Boumal, Bamdev Mishra, P. -A. Absil +1
cs.IT2018
Heterogeneous multireference alignment: a single pass approach
Nicolas Boumal, Tamir Bendory, Roy R. Lederman +1
cs.IT2013
Cramér-Rao bounds for synchronization of rotations
Nicolas Boumal, Amit Singer, P. -A. Absil +1
math.OC2016
Nonconvex phase synchronization
Nicolas Boumal
math.OC2018
3D ab initio modeling in cryo-EM by autocorrelation analysis
Eitan Levin, Tamir Bendory, Nicolas Boumal +2
math.OC2019
Simple algorithms for optimization on Riemannian manifolds with constraints
Changshuo Liu, Nicolas Boumal
cs.IT2017
Non-Convex Phase Retrieval from STFT Measurements
Tamir Bendory, Yonina C. Eldar, Nicolas Boumal
math.OC2016
A Riemannian low-rank method for optimization over semidefinite matrices with block-diagonal constraints
Nicolas Boumal