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Wen Huang
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Year
A Broyden class of quasi-Newton methods for Riemannian optimization
W Huang, KA Gallivan, PA Absil
SIAM Journal on Optimization 25 (3), 1660-1685, 2015
2012015
A Riemannian symmetric rank-one trust-region method
W Huang, PA Absil, KA Gallivan
Mathematical Programming 150 (2), 179-216, 2015
852015
Riemannian proximal gradient methods
W Huang, K Wei
Mathematical Programming 194 (1), 371-413, 2022
842022
Optimization algorithms on Riemannian manifolds with applications
W Huang
The Florida State University, 2013
842013
ROPTLIB: an object-oriented C++ library for optimization on Riemannian manifolds
W Huang, PA Absil, KA Gallivan, P Hand
ACM Transactions on Mathematical Software (TOMS) 44 (4), 1-21, 2018
732018
Line search algorithms for locally Lipschitz functions on Riemannian manifolds
S Hosseini, W Huang, R Yousefpour
SIAM Journal on Optimization 28 (1), 596-619, 2018
712018
A Riemannian BFGS method without differentiated retraction for nonconvex optimization problems
W Huang, PA Absil, KA Gallivan
SIAM Journal on Optimization 28 (1), 470-495, 2018
622018
An extension of fast iterative shrinkage-thresholding to riemannian optimization for sparse principal component analysis
W Huang, K Wei
arXiv preprint arXiv:1909.05485, 2019
47*2019
Blind deconvolution by a steepest descent algorithm on a quotient manifold
W Huang, P Hand
SIAM Journal on Imaging Sciences 11 (4), 2757-2785, 2018
442018
Riemannian optimization for registration of curves in elastic shape analysis
W Huang, KA Gallivan, A Srivastava, PA Absil
Journal of Mathematical Imaging and Vision 54, 320-343, 2016
402016
A provably convergent scheme for compressive sensing under random generative priors
W Huang, P Hand, R Heckel, V Voroninski
Journal of Fourier Analysis and Applications 27, 1-34, 2021
382021
Solving PhaseLift by low-rank Riemannian optimization methods for complex semidefinite constraints
W Huang, KA Gallivan, X Zhang
SIAM Journal on Scientific Computing 39 (5), B840-B859, 2017
372017
A Riemannian limited-memory BFGS algorithm for computing the matrix geometric mean
X Yuan, W Huang, PA Absil, KA Gallivan
Procedia Computer Science 80, 2147-2157, 2016
362016
A Riemannian BFGS method for nonconvex optimization problems
W Huang, PA Absil, KA Gallivan
Numerical Mathematics and Advanced Applications ENUMATH 2015, 627-634, 2016
362016
Intrinsic representation of tangent vectors and vector transports on matrix manifolds
W Huang, PA Absil, KA Gallivan
Numerische Mathematik 136, 523-543, 2017
352017
A Riemannian rank-adaptive method for low-rank optimization
G Zhou, W Huang, KA Gallivan, P Van Dooren, PA Absil
Neurocomputing 192, 72-80, 2016
252016
TreeScaper: visualizing and extracting phylogenetic signal from sets of trees
W Huang, G Zhou, M Marchand, JR Ash, D Morris, P Van Dooren, ...
Molecular Biology and Evolution 33 (12), 3314-3316, 2016
212016
Visualizing phylogenetic tree landscapes
JC Wilgenbusch, W Huang, KA Gallivan
BMC bioinformatics 18, 1-12, 2017
202017
ManifoldOptim: An R interface to the ROPTLIB library for Riemannian manifold optimization
S Martin, AM Raim, W Huang, KP Adragni
arXiv preprint arXiv:1612.03930, 2016
19*2016
Rate-optimal denoising with deep neural networks
R Heckel, W Huang, P Hand, V Voroninski
Information and Inference: A Journal of the IMA 10 (4), 1251-1285, 2021
182021
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Articles 1–20