Axel Böhm

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 7

Top Topics

Optimization Problems

Bilevel Programming

Previously Solved

Helmholtz Principle

Top Venues

J. Optim. Theory Appl.

SIAM J. Math. Data Sci.

Publications

Ahmet Alacaoglu, Axel Böhm, Yura Malitsky
Beyond the Golden Ratio for Variational Inequality Algorithms. J. Mach. Learn. Res. 24 (2023)
Axel Böhm
Solving Nonconvex-Nonconcave Min-Max Problems exhibiting Weak Minty Solutions. Trans. Mach. Learn. Res. 2023 (2023)
Radu Ioan Bot, Axel Böhm
Alternating Proximal-Gradient Steps for (Stochastic) Nonconvex-Concave Minimax Problems. SIAM J. Optim. 33 (3) (2023)
Axel Böhm, Michael Sedlmayer, Ernö Robert Csetnek, Radu Ioan Bot
Two Steps at a Time - Taking GAN Training in Stride with Tseng's Method. SIAM J. Math. Data Sci. 4 (2) (2022)
Ahmet Alacaoglu, Axel Böhm, Yura Malitsky
Beyond the Golden Ratio for Variational Inequality Algorithms. CoRR (2022)
Axel Böhm, Stephen J. Wright
Variable Smoothing for Weakly Convex Composite Functions. J. Optim. Theory Appl. 188 (3) (2021)
Radu Ioan Bot, Axel Böhm
Variable Smoothing for Convex Optimization Problems Using Stochastic Gradients. J. Sci. Comput. 85 (2) (2020)