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Andre Milzarek
Andre Milzarek
Assistant Professor, The Chinese University of Hong Kong, Shenzhen
Verified email at cuhk.edu.cn
Title
Cited by
Cited by
Year
A Semismooth Newton Method with Multidimensional Filter Globalization for -Optimization
A Milzarek, M Ulbrich
SIAM Journal on Optimization 24 (1), 298-333, 2014
822014
Adaptive quadratically regularized Newton method for Riemannian optimization
J Hu, A Milzarek, Z Wen, Y Yuan
SIAM Journal on Matrix Analysis and Applications 39 (3), 1181-1207, 2018
642018
A stochastic semismooth Newton method for nonsmooth nonconvex optimization
A Milzarek, X Xiao, S Cen, Z Wen, M Ulbrich
SIAM Journal on Optimization 29 (4), 2916-2948, 2019
382019
Convergence of Random Reshuffling under the Kurdyka–Łojasiewicz Inequality
X Li, A Milzarek, J Qiu
SIAM Journal on Optimization 33 (2), 1092-1120, 2023
312023
Numerical methods and second order theory for nonsmooth problems
A Milzarek
Technische Universität München, 2016
292016
A stochastic extra-step quasi-newton method for nonsmooth nonconvex optimization
M Yang, A Milzarek, Z Wen, T Zhang
Mathematical Programming 194 (1), 257-303, 2022
222022
Adaptive regularized self-consistent field iteration with exact Hessian for electronic structure calculation
Z Wen, A Milzarek, M Ulbrich, H Zhang
SIAM Journal on Scientific Computing 35 (3), A1299-A1324, 2013
212013
Nonmonotone globalization for Anderson acceleration via adaptive regularization
W Ouyang, J Tao, A Milzarek, B Deng
Journal of Scientific Computing 96 (1), 5, 2023
13*2023
Distributed random reshuffling over networks
K Huang, X Li, A Milzarek, S Pu, J Qiu
IEEE Transactions on Signal Processing 71, 1143-1158, 2023
112023
A unified convergence theorem for stochastic optimization methods
X Li, A Milzarek
Advances in Neural Information Processing Systems 35, 33107-33119, 2022
112022
On the geometric analysis of a quartic–quadratic optimization problem under a spherical constraint
H Zhang, A Milzarek, Z Wen, W Yin
Mathematical Programming 195 (1), 421-473, 2022
82022
A trust region-type normal map-based semismooth Newton method for nonsmooth nonconvex composite optimization
W Ouyang, A Milzarek
arXiv preprint arXiv:2106.09340, 2021
82021
Convergence of a Normal Map-based Prox-SGD Method under the KL Inequality
A Milzarek, J Qiu
arXiv preprint arXiv:2305.05828, 2023
42023
A trust-region method for nonsmooth nonconvex optimization
Z Chen, A Milzarek, Z Wen
Journal of Computational Mathematics 41 (4), 683-716, 2022
42022
A semismooth Newton stochastic proximal point algorithm with variance reduction
A Milzarek, F Schaipp, M Ulbrich
SIAM Journal on Optimization 34 (1), 1157-1185, 2024
32024
On the local convergence of a stochastic semismooth Newton method for nonsmooth nonconvex optimization
A Milzarek, X Xiao, Z Wen, M Ulbrich
Science China Mathematics 65 (10), 2151-2170, 2022
32022
Descent Properties of an Anderson Accelerated Gradient Method with Restarting
W Ouyang, Y Liu, A Milzarek
SIAM Journal on Optimization 34 (1), 336-365, 2024
22024
Obtaining Pseudo-inverse Solutions With MINRES
Y Liu, A Milzarek, F Roosta
arXiv preprint arXiv:2309.17096, 2023
22023
Convergence of SGD with momentum in the nonconvex case: A novel time window-based analysis
J Qiu, B Ma, A Milzarek
arXiv preprint arXiv:2405.16954, 2024
12024
Variational Properties of Decomposable Functions Part II: Strong Second-Order Theory
W Ouyang, A Milzarek
arXiv preprint arXiv:2311.07276, 2023
12023
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