Andre Milzarek

25 papers A* 1Journal 24
YearRankTypeTitle / Venue / Authors
2025 J jnl
A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization.
J. Mach. Learn. Res.
Junwen Qiu, Xiao Li, Andre Milzarek
2025 J jnl
A trust region-type normal map-based semismooth Newton method for nonsmooth nonconvex composite optimization.
Math. Program.
Wenqing Ouyang, Andre Milzarek
2025 J jnl
Obtaining Pseudoinverse Solutions with MINRES.
SIAM J. Matrix Anal. Appl.
Yang Liu, Andre Milzarek, Fred Roosta
2024 J jnl
A Generalized Version of Chung's Lemma and its Applications.
CoRR
Li Jiang, Xiao Li, Andre Milzarek, Junwen Qiu
2024 J jnl
A KL-based Analysis Framework with Applications to Non-Descent Optimization Methods.
CoRR
Junwen Qiu, Bohao Ma, Xiao Li, Andre Milzarek
2024 J jnl
A Semismooth Newton Stochastic Proximal Point Algorithm with Variance Reduction.
SIAM J. Optim.
Andre Milzarek, Fabian Schaipp, Michael Ulbrich
2024 J jnl
Convergence of SGD with momentum in the nonconvex case: A novel time window-based analysis.
CoRR
Junwen Qiu, Bohao Ma, Andre Milzarek
2024 J jnl
Descent Properties of an Anderson Accelerated Gradient Method with Restarting.
SIAM J. Optim.
Wenqing Ouyang, Yang Liu, Andre Milzarek
2023 J jnl
A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization.
CoRR
Xiao Li, Andre Milzarek, Junwen Qiu
2023 J jnl
Convergence of Random Reshuffling under the Kurdyka-Łojasiewicz Inequality.
SIAM J. Optim.
Xiao Li, Andre Milzarek, Junwen Qiu
2023 J jnl
Convergence of a Normal Map-based Prox-SGD Method under the KL Inequality.
CoRR
Andre Milzarek, Junwen Qiu
2023 J jnl
Distributed Random Reshuffling Over Networks.
IEEE Trans. Signal Process.
Kun Huang, Xiao Li, Andre Milzarek, Shi Pu, Junwen Qiu
2023 J jnl
Nonmonotone Globalization for Anderson Acceleration via Adaptive Regularization.
J. Sci. Comput.
Wenqing Ouyang, Jiong Tao, Andre Milzarek, Bailin Deng
2023 J jnl
Obtaining Pseudo-inverse Solutions With MINRES.
CoRR
Yang Liu, Andre Milzarek, Fred Roosta
2022 A* conf
A Unified Convergence Theorem for Stochastic Optimization Methods.
NeurIPS
Xiao Li, Andre Milzarek
2022 J jnl
A Unified Convergence Theorem for Stochastic Optimization Methods.
CoRR
Xiao Li, Andre Milzarek
2022 J jnl
A stochastic extra-step quasi-Newton method for nonsmooth nonconvex optimization.
Math. Program.
Minghan Yang, Andre Milzarek, Zaiwen Wen, Tong Zhang
2022 J jnl
On the geometric analysis of a quartic-quadratic optimization problem under a spherical constraint.
Math. Program.
Haixiang Zhang, Andre Milzarek, Zaiwen Wen, Wotao Yin
2021 J jnl
Convergence of Random Reshuffling Under The Kurdyka-Łojasiewicz Inequality.
CoRR
Xiao Li, Andre Milzarek, Junwen Qiu
2021 J jnl
Distributed Random Reshuffling over Networks.
CoRR
Kun Huang, Xiao Li, Andre Milzarek, Shi Pu, Junwen Qiu
2020 J jnl
Nonmonotone Globalization for Anderson Acceleration Using Adaptive Regularization.
CoRR
Wenqing Ouyang, Jiong Tao, Andre Milzarek, Bailin Deng
2019 J jnl
A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization.
SIAM J. Optim.
Andre Milzarek, Xiantao Xiao, Shicong Cen, Zaiwen Wen, Michael Ulbrich
2018 J jnl
Adaptive Quadratically Regularized Newton Method for Riemannian Optimization.
SIAM J. Matrix Anal. Appl.
Jiang Hu, Andre Milzarek, Zaiwen Wen, Yaxiang Yuan
2014 J jnl
A Semismooth Newton Method with Multidimensional Filter Globalization for l
SIAM J. Optim.
Andre Milzarek, Michael Ulbrich
2013 J jnl
Adaptive Regularized Self-Consistent Field Iteration with Exact Hessian for Electronic Structure Calculation.
SIAM J. Sci. Comput.
Zaiwen Wen, Andre Milzarek, Michael Ulbrich, Hongchao Zhang