Andre Milzarek

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 20

Top Topics

Convergence Theorem

Optimization Methods

Image Restoration And Reconstruction

Top Venues

SIAM J. Matrix Anal. Appl.

Publications

Li Jiang, Xiao Li, Andre Milzarek, Junwen Qiu
A Generalized Version of Chung's Lemma and its Applications. CoRR (2024)
Junwen Qiu, Bohao Ma, Xiao Li, Andre Milzarek
A KL-based Analysis Framework with Applications to Non-Descent Optimization Methods. CoRR (2024)
Junwen Qiu, Bohao Ma, Andre Milzarek
Convergence of SGD with momentum in the nonconvex case: A novel time window-based analysis. CoRR (2024)
Wenqing Ouyang, Yang Liu, Andre Milzarek
Descent Properties of an Anderson Accelerated Gradient Method with Restarting. SIAM J. Optim. 34 (1) (2024)
Andre Milzarek, Fabian Schaipp, Michael Ulbrich
A Semismooth Newton Stochastic Proximal Point Algorithm with Variance Reduction. SIAM J. Optim. 34 (1) (2024)
Andre Milzarek, Junwen Qiu
Convergence of a Normal Map-based Prox-SGD Method under the KL Inequality. CoRR (2023)
Xiao Li, Andre Milzarek, Junwen Qiu
Convergence of Random Reshuffling under the Kurdyka-Łojasiewicz Inequality. SIAM J. Optim. 33 (2) (2023)
Wenqing Ouyang, Jiong Tao, Andre Milzarek, Bailin Deng
Nonmonotone Globalization for Anderson Acceleration via Adaptive Regularization. J. Sci. Comput. 96 (1) (2023)
Yang Liu, Andre Milzarek, Fred Roosta
Obtaining Pseudo-inverse Solutions With MINRES. CoRR (2023)
Xiao Li, Andre Milzarek, Junwen Qiu
A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization. CoRR (2023)
Kun Huang, Xiao Li, Andre Milzarek, Shi Pu, Junwen Qiu
Distributed Random Reshuffling Over Networks. IEEE Trans. Signal Process. 71 (2023)
Haixiang Zhang, Andre Milzarek, Zaiwen Wen, Wotao Yin
On the geometric analysis of a quartic-quadratic optimization problem under a spherical constraint. Math. Program. 195 (1) (2022)
Xiao Li, Andre Milzarek
A Unified Convergence Theorem for Stochastic Optimization Methods. NeurIPS (2022)
Xiao Li, Andre Milzarek
A Unified Convergence Theorem for Stochastic Optimization Methods. CoRR (2022)
Minghan Yang, Andre Milzarek, Zaiwen Wen, Tong Zhang
A stochastic extra-step quasi-Newton method for nonsmooth nonconvex optimization. Math. Program. 194 (1) (2022)
Xiao Li, Andre Milzarek, Junwen Qiu
Convergence of Random Reshuffling Under The Kurdyka-Łojasiewicz Inequality. CoRR (2021)
Kun Huang, Xiao Li, Andre Milzarek, Shi Pu, Junwen Qiu
Distributed Random Reshuffling over Networks. CoRR (2021)
Wenqing Ouyang, Jiong Tao, Andre Milzarek, Bailin Deng
Nonmonotone Globalization for Anderson Acceleration Using Adaptive Regularization. CoRR (2020)
Andre Milzarek, Xiantao Xiao, Shicong Cen, Zaiwen Wen, Michael Ulbrich
A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization. SIAM J. Optim. 29 (4) (2019)
Jiang Hu, Andre Milzarek, Zaiwen Wen, Yaxiang Yuan
Adaptive Quadratically Regularized Newton Method for Riemannian Optimization. SIAM J. Matrix Anal. Appl. 39 (3) (2018)
Andre Milzarek, Michael Ulbrich
-Optimization. SIAM J. Optim. 24 (1) (2014)
Zaiwen Wen, Andre Milzarek, Michael Ulbrich, Hongchao Zhang
Adaptive Regularized Self-Consistent Field Iteration with Exact Hessian for Electronic Structure Calculation. SIAM J. Sci. Comput. 35 (3) (2013)