Ms. Hosseini has left the institute. This page is no longer maintained.
Teaching
See teaching activities of the whole group.
Current Research Projects
Publications
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A collection of nonsmooth Riemannian optimization problems.
P.-A. Absil and S. Hosseini.
INS Preprint No. 1713, sep 2017.
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Pseudo-Jacobian and characterization of monotone vector fields on Riemannian manifolds.
E. Ghahraei, S. Hosseini, and M. R. Pouryayevali.
J. Convex Anal., 2017.
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Tangent and normal cones for low-rank matrices.
S. Hosseini, D. R. Luke, and A. Uschmajew.
INS Preprint No. 1715, oct 2017.
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A Riemannian gradient sampling algorithm for nonsmooth optimization on manifolds.
S. Hosseini and A. Uschmajew.
SIAM J. Optim., 27(1):173–189, 2017.
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Pseudo-Jacobian and and global inversion of nonsmooth mappings on Riemannian manifolds.
E. Ghahraei, S. Hosseini, and M. R. Pouryayevali.
Nonlinear Anal., 130:229–240, 2016.
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Nonsmooth trust region algorithms for locally Lipschitz functions on Riemannian manifolds.
P. Grohs and S. Hosseini.
IMA J. Numer. Anal., 36(3):1167–1192, 2016.
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ε-subgradient algorithms for locally Lipschitz functions on Riemannian manifolds.
P. Grohs and S. Hosseini,.
Adv. Comput. Math., 42(2):333–360, 2016.
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Line search algorithms for locally Lipschitz functions on Riemannian manifolds.
S. Hosseini, W. Huang, and R. Yousefpour.
INS Preprint No. 1626. Revised version, August 2017, nov 2016.
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Equilibria on L-retracts in Riemannian manifolds.
S. Hosseini and M. R. Pouryayevali.
Topol. Methods Nonlinear Anal., 47(2):579–592, 2016.
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Characterization of lower semicontinuous convex functions on Riemannian manifolds.
S. Hosseini.
Set-Valued Var. Anal., 2016.
In press.
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A gradient sampling method on algebraic varieties and application to nonsmooth low-rank optimization.
S. Hosseini and A. Uschmajew.
INS Preprint No. 1624. Extended and revised version, March 2017, oct 2016.
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Convergence of nonsmooth descent methods via Kurdyka–Łojasiewicz inequality on Riemannian manifolds.
S. Hosseini.
INS Preprint No. 1523. Revised version, July 2017, nov 2015.
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Optimality conditions for global minima of nonconvex functions on Riemannian manifolds.
S. Hosseini.
Accepted in Pac. J. Optim., 2015.
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On the density theorem for the subdifferential of convex functions on Hadamard spaces.
M. Movahedi, D. Behmardi, and S. Hosseini.
Pacific J. Math., 276(2):437–447, 2015.
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On the calculus of limiting subjets on Riemannian manifolds.
M. Alavi Hejazi, S. Hosseini, and M. R. Pouryayevali.
Mediterr. J. Math., 10(1):593–607, 2013.
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On the metric projection onto φ-convex subsets of Hadamard manifolds.
A. Barani, S. Hosseini, and M. R. Pouryayevali.
Rev. Mat. Complut., 26(2):815–826, 2013.
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Symmetric spaces as Grassmannians.
J. H. Eschenburg and S. Hosseini.
Manuscripta Math., 141(1-2):51–62, 2013.
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Euler characteristic of epi-Lipschitz subsets of Riemannian manifolds.
S. Hosseini and M. R. Pouryayevali.
J. Convex Anal., 20(1):67–91, 2013.
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Nonsmooth optimization techniques on Riemannian manifolds.
S. Hosseini and M. R. Pouryayevali.
J. Optim. Theory Appl., 158(2):328–342, 2013.
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On the metric projection onto prox-regular subsets of Riemannian manifolds.
S. Hosseini and M. R. Pouryayevali.
Proc. Amer. Math. Soc., 141(1):233–244, 2013.
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Generalized gradients and characterization of epi-Lipschitz sets in Riemannian manifolds.
S. Hosseini and M. R. Pouryayevali.
Nonlinear Anal., 74(12):3884–3895, 2011.
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