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Axel Böhm
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연도
Alternating proximal-gradient steps for (stochastic) nonconvex-concave minimax problems
RI Boţ, A Böhm
SIAM Journal on Optimization 33 (3), 1884-1913, 2023
502023
Solving Nonconvex-Nonconcave Min-Max Problems exhibiting Weak Minty Solutions
A Böhm
Transactions on Machine Learning Research, 2023
322023
Two Steps at a Time---Taking GAN Training in Stride with Tseng's Method
A Böhm, M Sedlmayer, ER Csetnek, RI Bot
SIAM Journal on Mathematics of Data Science 4 (2), 750-771, 2022
322022
Variable smoothing for weakly convex composite functions
A Böhm, SJ Wright
Journal of Optimization Theory and Applications 188 (3), 628-649, 2021
302021
Variable smoothing for convex optimization problems using stochastic gradients
RI Boţ, A Böhm
Journal of Scientific Computing 85 (2), 2020
192020
Beyond the golden ratio for variational inequality algorithms
A Alacaoglu, A Böhm, Y Malitsky
Journal of Machine Learning Research 24 (172), 1-33, 2023
102023
An incremental mirror descent subgradient algorithm with random sweeping and proximal step
RI Boţ, A Böhm
Optimization 68 (1), 33-50, 2019
52019
Ubiquitous algorithms in convex optimization generate self-contracted sequences
A Böhm, A Daniilidis
Journal of Convex Analysis 29 (1), 119-128, 2022
22022
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