A Semismooth Newton Method with Multidimensional Filter Globalization for -Optimization A Milzarek, M Ulbrich
SIAM Journal on Optimization 24 (1), 298-333, 2014
82 2014 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
61 2018 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
36 2019 Numerical methods and second order theory for nonsmooth problems A Milzarek
Technische Universität München, 2016
29 2016 Convergence of Random Reshuffling under the Kurdyka–Łojasiewicz Inequality X Li, A Milzarek, J Qiu
SIAM Journal on Optimization 33 (2), 1092-1120, 2023
24 2023 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
22 2022 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
20 2013 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
10 2023 A unified convergence theorem for stochastic optimization methods X Li, A Milzarek
Advances in Neural Information Processing Systems 35, 33107-33119, 2022
9 2022 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
8 2022 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
8 2021 A trust-region method for nonsmooth nonconvex optimization Z Chen, A Milzarek, Z Wen
Journal of Computational Mathematics 41 (4), 683-716, 2022
4 2022 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
3 2024 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
3 2022 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
2 2024 Obtaining Pseudo-inverse Solutions With MINRES Y Liu, A Milzarek, F Roosta
arXiv preprint arXiv:2309.17096, 2023
2 2023 Convergence of a Normal Map-based Prox-SGD Method under the KL Inequality A Milzarek, J Qiu
arXiv preprint arXiv:2305.05828, 2023
2 2023 Variational Properties of Decomposable Functions Part II: Strong Second-Order Theory W Ouyang, A Milzarek
arXiv preprint arXiv:2311.07276, 2023
1 2023 A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization X Li, A Milzarek, J Qiu
arXiv preprint arXiv:2312.01047, 2023
2023